From 8cd45dfc5f1119248b879a3b19bcd871d2ffbe70 Mon Sep 17 00:00:00 2001
From: Sam Rogers <7007561+rogerssam@users.noreply.github.com>
Date: Tue, 21 May 2024 16:24:12 +0930
Subject: [PATCH] Updating tests
---
.../_snaps/all-w2/example1resplot.svg | 354 +-
.../_snaps/all-w2/example2resplot.svg | 642 ++--
.../_snaps/all-w2/example3lmmresplot.svg | 378 +-
.../_snaps/all-w2/example3resplot.svg | 350 +-
.../_snaps/all-w2/example4lmmresplot.svg | 352 +-
.../_snaps/all-w2/example4resplot.svg | 342 +-
.../_snaps/all-w2/example5lmmresplot.svg | 2486 ++++++------
.../_snaps/all-w2/example6lmmresplot.svg | 556 +--
.../_snaps/all-w2/example6variogram.svg | 3364 ++++++++---------
.../_snaps/all-w2/example7lmmresplot.svg | 556 +--
.../_snaps/all-w2/example7variogram.svg | 3364 ++++++++---------
.../_snaps/all-w2/exercise10resplot.svg | 348 +-
.../_snaps/all-w2/exercise11resplot.svg | 598 +--
.../_snaps/all-w2/exercise12resplot.svg | 396 +-
.../_snaps/all-w2/exercise13resplot.svg | 562 +--
.../_snaps/all-w2/exercise14resplot.svg | 860 ++---
.../_snaps/all-w2/exercise15resplot.svg | 396 +-
.../_snaps/all-w2/exercise1resplot.svg | 428 +--
.../_snaps/all-w2/exercise2resplot.svg | 368 +-
.../_snaps/all-w2/exercise3resplot.svg | 428 +--
.../_snaps/all-w2/exercise4resplot.svg | 384 +-
.../_snaps/all-w2/exercise5resplot.svg | 362 +-
.../_snaps/all-w2/exercise6resplot.svg | 302 +-
.../_snaps/all-w2/exercise7resplot.svg | 430 +--
.../_snaps/all-w2/exercise8resplot.svg | 386 +-
.../_snaps/all-w2/exercise9resplot.svg | 360 +-
tests/testthat/_snaps/des/crd-without-trt.svg | 2 +-
.../_snaps/design/autoplot-with-margin.svg | 2 +-
.../_snaps/design/autoplot-with-rotation.svg | 2 +-
.../_snaps/design/autoplot-with-size.svg | 2 +-
.../_snaps/design/crd-plot-produced.svg | 2 +-
.../factorial-crd-plot-no-space-sep.svg | 2 +-
.../design/factorial-crd-with-names.svg | 2 +-
.../factorial-rcbd-plot-double-row-blocks.svg | 2 +-
.../design/factorial-rcbd-plot-produced.svg | 2 +-
.../factorial-rcbd-plot-square-blocks.svg | 2 +-
.../factorial-rcbd-plot-with-row-blocks.svg | 2 +-
.../_snaps/design/lsd-plot-produced.svg | 2 +-
tests/testthat/_snaps/design/nested-lsd.svg | 2 +-
.../design/plot-produced-with-plot-false.svg | 2 +-
.../_snaps/design/rcbd-with-row-blocks.svg | 2 +-
.../_snaps/design/rcbd-with-square-blocks.svg | 2 +-
.../_snaps/design/split-plot-byrow-f.svg | 2 +-
.../design/split-plot-double-row-blocks.svg | 2 +-
.../_snaps/design/split-plot-ntrt-bcol.svg | 2 +-
.../_snaps/design/split-plot-produced.svg | 2 +-
.../design/split-plot-with-vector-names.svg | 2 +-
.../_snaps/mct/3-way-interaction-internal.svg | 2 +-
tests/testthat/_snaps/mct/lme4-output.svg | 84 -
.../_snaps/mct/mct-inverse-output.svg | 2 +-
.../resplot/artool-resplot-with-call.svg | 325 --
.../_snaps/resplot/artool-resplot.svg | 310 --
.../_snaps/resplot/resplot-after-warning.svg | 926 ++---
.../resplot-for-aov-without-shapiro.svg | 922 ++---
.../_snaps/resplot/resplot-for-aov.svg | 926 ++---
.../resplot/resplot-for-asreml-pt-1.svg | 436 +--
.../resplot/resplot-for-asreml-pt-2.svg | 434 +--
.../resplot/resplot-for-asreml-pt-3.svg | 468 +--
.../resplot/resplot-for-asreml-single.svg | 922 ++---
.../_snaps/resplot/resplot-for-lme4.svg | 611 ---
.../_snaps/resplot/resplot-for-sommer.svg | 400 --
.../_snaps/resplot/resplot-with-call.svg | 926 ++---
.../resplot/resplot-with-smaller-call.svg | 926 ++---
63 files changed, 13142 insertions(+), 14872 deletions(-)
delete mode 100644 tests/testthat/_snaps/mct/lme4-output.svg
delete mode 100644 tests/testthat/_snaps/resplot/artool-resplot-with-call.svg
delete mode 100644 tests/testthat/_snaps/resplot/artool-resplot.svg
delete mode 100644 tests/testthat/_snaps/resplot/resplot-for-lme4.svg
delete mode 100644 tests/testthat/_snaps/resplot/resplot-for-sommer.svg
diff --git a/tests/testthat/_snaps/all-w2/example1resplot.svg b/tests/testthat/_snaps/all-w2/example1resplot.svg
index 9bcd3fc..80f6d98 100644
--- a/tests/testthat/_snaps/all-w2/example1resplot.svg
+++ b/tests/testthat/_snaps/all-w2/example1resplot.svg
@@ -39,60 +39,60 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-1
-2
-3
-4
-5
-
-
-
-
-
-
-
-
-
--1
-0
-1
+0
+1
+2
+3
+4
+5
+
+
+
+
+
+
+
+
+
+-1
+0
+1
Standardised Residual
-Frequency
+Frequency
A
@@ -106,77 +106,77 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -199,71 +199,71 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--1
-0
-1
-
-
-
-
-
-
-
-
-10
-12
-14
-16
-18
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.1528
-The residuals appear to be normally distributed. (n = 20)
+-1
+0
+1
+
+
+
+
+
+
+
+
+10
+12
+14
+16
+18
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.1528
+The residuals appear to be normally distributed. (n = 20)
C
diff --git a/tests/testthat/_snaps/all-w2/example2resplot.svg b/tests/testthat/_snaps/all-w2/example2resplot.svg
index 23f6bef..3212234 100644
--- a/tests/testthat/_snaps/all-w2/example2resplot.svg
+++ b/tests/testthat/_snaps/all-w2/example2resplot.svg
@@ -39,59 +39,59 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-5
-10
-15
-20
-
-
-
-
-
-
-
-
--2
-0
-2
+0
+5
+10
+15
+20
+
+
+
+
+
+
+
+
+-2
+0
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -105,150 +105,150 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--3
--2
--1
-0
-1
-2
-3
-
-
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-3
+-2
+-1
+0
+1
+2
+3
+
+
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -271,143 +271,143 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-3
-
-
-
-
-
-
-
-
-
-
-12
-14
-16
-18
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.8718
-The residuals appear to be normally distributed. (n = 84)
+-2
+-1
+0
+1
+2
+3
+
+
+
+
+
+
+
+
+
+
+12
+14
+16
+18
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.8718
+The residuals appear to be normally distributed. (n = 84)
C
diff --git a/tests/testthat/_snaps/all-w2/example3lmmresplot.svg b/tests/testthat/_snaps/all-w2/example3lmmresplot.svg
index 8c75a29..596f6ca 100644
--- a/tests/testthat/_snaps/all-w2/example3lmmresplot.svg
+++ b/tests/testthat/_snaps/all-w2/example3lmmresplot.svg
@@ -39,66 +39,66 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-1
-2
-3
-4
-5
-
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
+0
+1
+2
+3
+4
+5
+
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -112,78 +112,78 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -206,76 +206,76 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--1
-0
-1
-
-
-
-
-
-
-
-
-
-1
-2
-3
-4
-5
-6
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.306
-The residuals appear to be normally distributed. (n = 20)
+-1
+0
+1
+
+
+
+
+
+
+
+
+
+1
+2
+3
+4
+5
+6
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.306
+The residuals appear to be normally distributed. (n = 20)
C
diff --git a/tests/testthat/_snaps/all-w2/example3resplot.svg b/tests/testthat/_snaps/all-w2/example3resplot.svg
index 94ff75e..d1b0b10 100644
--- a/tests/testthat/_snaps/all-w2/example3resplot.svg
+++ b/tests/testthat/_snaps/all-w2/example3resplot.svg
@@ -39,62 +39,62 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-1
-2
-3
-4
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
+0
+1
+2
+3
+4
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -108,76 +108,76 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -200,68 +200,68 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-
-
-
-
-
-
-
-2
-4
-6
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.7868
-The residuals appear to be normally distributed. (n = 20)
+-2
+-1
+0
+1
+
+
+
+
+
+
+
+2
+4
+6
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.7868
+The residuals appear to be normally distributed. (n = 20)
C
diff --git a/tests/testthat/_snaps/all-w2/example4lmmresplot.svg b/tests/testthat/_snaps/all-w2/example4lmmresplot.svg
index 09d65dc..35d82a6 100644
--- a/tests/testthat/_snaps/all-w2/example4lmmresplot.svg
+++ b/tests/testthat/_snaps/all-w2/example4lmmresplot.svg
@@ -39,64 +39,64 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-1
-2
-3
-4
-5
-
-
-
-
-
-
-
-
-
-
--1
-0
-1
-2
+0
+1
+2
+3
+4
+5
+
+
+
+
+
+
+
+
+
+
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -110,69 +110,69 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -195,74 +195,74 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
-1700
-1800
-1900
-2000
-2100
-2200
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.0875
-The residuals appear to be normally distributed. (n = 16)
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+1700
+1800
+1900
+2000
+2100
+2200
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.0875
+The residuals appear to be normally distributed. (n = 16)
C
diff --git a/tests/testthat/_snaps/all-w2/example4resplot.svg b/tests/testthat/_snaps/all-w2/example4resplot.svg
index d891ade..2ae5cd4 100644
--- a/tests/testthat/_snaps/all-w2/example4resplot.svg
+++ b/tests/testthat/_snaps/all-w2/example4resplot.svg
@@ -39,66 +39,66 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-1
-2
-3
-4
-5
-
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
+0
+1
+2
+3
+4
+5
+
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -112,72 +112,72 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -200,64 +200,64 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--1
-0
-1
-2
-
-
-
-
-
-
-
-1800
-2000
-2200
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.762
-The residuals appear to be normally distributed. (n = 16)
+-1
+0
+1
+2
+
+
+
+
+
+
+
+1800
+2000
+2200
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.762
+The residuals appear to be normally distributed. (n = 16)
C
diff --git a/tests/testthat/_snaps/all-w2/example5lmmresplot.svg b/tests/testthat/_snaps/all-w2/example5lmmresplot.svg
index 24ee847..01bc39f 100644
--- a/tests/testthat/_snaps/all-w2/example5lmmresplot.svg
+++ b/tests/testthat/_snaps/all-w2/example5lmmresplot.svg
@@ -39,63 +39,63 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-50
-100
-150
-
-
-
-
-
-
-
-
-
--4
--2
-0
-2
-4
+0
+50
+100
+150
+
+
+
+
+
+
+
+
+
+-4
+-2
+0
+2
+4
Standardised Residual
-Frequency
+Frequency
A
@@ -109,604 +109,604 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
-0
-2
-
-
-
-
-
-
--2
-0
-2
-Theoretical
-Standardised Residual
+-2
+0
+2
+
+
+
+
+
+
+-2
+0
+2
+Theoretical
+Standardised Residual
B
@@ -729,607 +729,607 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
-0
-2
-
-
-
-
-
-
-
-4
-5
-6
-7
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0
-The residuals do not appear to be normally distributed. (n = 560)
+-2
+0
+2
+
+
+
+
+
+
+
+4
+5
+6
+7
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0
+The residuals do not appear to be normally distributed. (n = 560)
C
diff --git a/tests/testthat/_snaps/all-w2/example6lmmresplot.svg b/tests/testthat/_snaps/all-w2/example6lmmresplot.svg
index ac78991..2033c57 100644
--- a/tests/testthat/_snaps/all-w2/example6lmmresplot.svg
+++ b/tests/testthat/_snaps/all-w2/example6lmmresplot.svg
@@ -39,70 +39,70 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0.0
-2.5
-5.0
-7.5
-10.0
-12.5
-
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
+0.0
+2.5
+5.0
+7.5
+10.0
+12.5
+
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -116,123 +116,123 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -255,117 +255,117 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-0.9
-1.2
-1.5
-1.8
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.5258
-The residuals appear to be normally distributed. (n = 63)
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+0.9
+1.2
+1.5
+1.8
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.5258
+The residuals appear to be normally distributed. (n = 63)
C
diff --git a/tests/testthat/_snaps/all-w2/example6variogram.svg b/tests/testthat/_snaps/all-w2/example6variogram.svg
index b67862f..b602f4c 100644
--- a/tests/testthat/_snaps/all-w2/example6variogram.svg
+++ b/tests/testthat/_snaps/all-w2/example6variogram.svg
@@ -1600,1697 +1600,1697 @@
-
-
+
+
-
-
+
+
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-1
-3
-5
-7
-9
-11
-13
-15
-17
-19
-
-
-
-
-
-
-
-
-
-
-
-1
-Column Lag
-Row Lag
+1
+3
+5
+7
+9
+11
+13
+15
+17
+19
+
+
+
+
+
+
+
+
+
+
+
+1
+Column Lag
+Row Lag
diff --git a/tests/testthat/_snaps/all-w2/example7lmmresplot.svg b/tests/testthat/_snaps/all-w2/example7lmmresplot.svg
index ac78991..2033c57 100644
--- a/tests/testthat/_snaps/all-w2/example7lmmresplot.svg
+++ b/tests/testthat/_snaps/all-w2/example7lmmresplot.svg
@@ -39,70 +39,70 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0.0
-2.5
-5.0
-7.5
-10.0
-12.5
-
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
+0.0
+2.5
+5.0
+7.5
+10.0
+12.5
+
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -116,123 +116,123 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -255,117 +255,117 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-0.9
-1.2
-1.5
-1.8
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.5258
-The residuals appear to be normally distributed. (n = 63)
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+0.9
+1.2
+1.5
+1.8
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.5258
+The residuals appear to be normally distributed. (n = 63)
C
diff --git a/tests/testthat/_snaps/all-w2/example7variogram.svg b/tests/testthat/_snaps/all-w2/example7variogram.svg
index b67862f..b602f4c 100644
--- a/tests/testthat/_snaps/all-w2/example7variogram.svg
+++ b/tests/testthat/_snaps/all-w2/example7variogram.svg
@@ -1600,1697 +1600,1697 @@
-
-
+
+
-
-
+
+
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-1
-3
-5
-7
-9
-11
-13
-15
-17
-19
-
-
-
-
-
-
-
-
-
-
-
-1
-Column Lag
-Row Lag
+1
+3
+5
+7
+9
+11
+13
+15
+17
+19
+
+
+
+
+
+
+
+
+
+
+
+1
+Column Lag
+Row Lag
diff --git a/tests/testthat/_snaps/all-w2/exercise10resplot.svg b/tests/testthat/_snaps/all-w2/exercise10resplot.svg
index 34c5b07..a9317ff 100644
--- a/tests/testthat/_snaps/all-w2/exercise10resplot.svg
+++ b/tests/testthat/_snaps/all-w2/exercise10resplot.svg
@@ -39,66 +39,66 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-1
-2
-3
-4
-5
-
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
+0
+1
+2
+3
+4
+5
+
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -112,69 +112,69 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -197,70 +197,70 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-15.0
-17.5
-20.0
-22.5
-25.0
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.256
-The residuals appear to be normally distributed. (n = 16)
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+15.0
+17.5
+20.0
+22.5
+25.0
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.256
+The residuals appear to be normally distributed. (n = 16)
C
diff --git a/tests/testthat/_snaps/all-w2/exercise11resplot.svg b/tests/testthat/_snaps/all-w2/exercise11resplot.svg
index 8c8d259..d43a2cb 100644
--- a/tests/testthat/_snaps/all-w2/exercise11resplot.svg
+++ b/tests/testthat/_snaps/all-w2/exercise11resplot.svg
@@ -39,59 +39,59 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-5
-10
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
+0
+5
+10
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -105,138 +105,138 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--3
--2
--1
-0
-1
-2
-3
-
-
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-3
+-2
+-1
+0
+1
+2
+3
+
+
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -259,133 +259,133 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
-
-60
-80
-100
-120
-140
-160
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.0656
-The residuals appear to be normally distributed. (n = 72)
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+
+60
+80
+100
+120
+140
+160
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.0656
+The residuals appear to be normally distributed. (n = 72)
C
diff --git a/tests/testthat/_snaps/all-w2/exercise12resplot.svg b/tests/testthat/_snaps/all-w2/exercise12resplot.svg
index 5d3a160..61951bf 100644
--- a/tests/testthat/_snaps/all-w2/exercise12resplot.svg
+++ b/tests/testthat/_snaps/all-w2/exercise12resplot.svg
@@ -39,63 +39,63 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-2
-4
-6
-8
-
-
-
-
-
-
-
-
-
-
--1
-0
-1
-2
-3
+0
+2
+4
+6
+8
+
+
+
+
+
+
+
+
+
+
+-1
+0
+1
+2
+3
Standardised Residual
-Frequency
+Frequency
A
@@ -109,88 +109,88 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -213,78 +213,78 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--1
-0
-1
-2
-
-
-
-
-
-
-
-4
-6
-8
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.3239
-The residuals appear to be normally distributed. (n = 30)
+-1
+0
+1
+2
+
+
+
+
+
+
+
+4
+6
+8
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.3239
+The residuals appear to be normally distributed. (n = 30)
C
diff --git a/tests/testthat/_snaps/all-w2/exercise13resplot.svg b/tests/testthat/_snaps/all-w2/exercise13resplot.svg
index 4b20713..40e9ce4 100644
--- a/tests/testthat/_snaps/all-w2/exercise13resplot.svg
+++ b/tests/testthat/_snaps/all-w2/exercise13resplot.svg
@@ -39,62 +39,62 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-5
-10
-15
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
+0
+5
+10
+15
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -108,124 +108,124 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
-0
-2
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+0
+2
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -248,126 +248,126 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-75
-100
-125
-150
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.0474
-The residuals do not appear to be normally distributed. (n = 72)
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+75
+100
+125
+150
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.0474
+The residuals do not appear to be normally distributed. (n = 72)
C
diff --git a/tests/testthat/_snaps/all-w2/exercise14resplot.svg b/tests/testthat/_snaps/all-w2/exercise14resplot.svg
index 24bbb9c..f753b13 100644
--- a/tests/testthat/_snaps/all-w2/exercise14resplot.svg
+++ b/tests/testthat/_snaps/all-w2/exercise14resplot.svg
@@ -39,60 +39,60 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-10
-20
-30
-40
-
-
-
-
-
-
-
-
--2
-0
-2
+0
+10
+20
+30
+40
+
+
+
+
+
+
+
+
+-2
+0
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -106,202 +106,202 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
-0
-2
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+0
+2
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -324,199 +324,199 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
-0
-2
-
-
-
-
-
-
-
-3.8
-4.0
-4.2
-4.4
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.2775
-The residuals appear to be normally distributed. (n = 150)
+-2
+0
+2
+
+
+
+
+
+
+
+3.8
+4.0
+4.2
+4.4
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.2775
+The residuals appear to be normally distributed. (n = 150)
C
diff --git a/tests/testthat/_snaps/all-w2/exercise15resplot.svg b/tests/testthat/_snaps/all-w2/exercise15resplot.svg
index 486b045..8d72d6a 100644
--- a/tests/testthat/_snaps/all-w2/exercise15resplot.svg
+++ b/tests/testthat/_snaps/all-w2/exercise15resplot.svg
@@ -39,62 +39,62 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-2
-4
-6
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
+0
+2
+4
+6
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -108,88 +108,88 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -212,79 +212,79 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-
-
-
-
-
-
-
-2.0
-2.5
-3.0
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.0578
-The residuals appear to be normally distributed. (n = 32)
+-2
+-1
+0
+1
+
+
+
+
+
+
+
+2.0
+2.5
+3.0
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.0578
+The residuals appear to be normally distributed. (n = 32)
C
diff --git a/tests/testthat/_snaps/all-w2/exercise1resplot.svg b/tests/testthat/_snaps/all-w2/exercise1resplot.svg
index e09fcdc..319a0fa 100644
--- a/tests/testthat/_snaps/all-w2/exercise1resplot.svg
+++ b/tests/testthat/_snaps/all-w2/exercise1resplot.svg
@@ -39,63 +39,63 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-2
-4
-6
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
+0
+2
+4
+6
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -109,92 +109,92 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -217,90 +217,90 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-2.0
-2.2
-2.4
-2.6
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.9365
-The residuals appear to be normally distributed. (n = 36)
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+2.0
+2.2
+2.4
+2.6
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.9365
+The residuals appear to be normally distributed. (n = 36)
C
diff --git a/tests/testthat/_snaps/all-w2/exercise2resplot.svg b/tests/testthat/_snaps/all-w2/exercise2resplot.svg
index 64efc2b..eeed6db 100644
--- a/tests/testthat/_snaps/all-w2/exercise2resplot.svg
+++ b/tests/testthat/_snaps/all-w2/exercise2resplot.svg
@@ -39,64 +39,64 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-2
-4
-6
-8
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
+0
+2
+4
+6
+8
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -110,80 +110,80 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -206,71 +206,71 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-2.5
-3.0
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.8696
-The residuals appear to be normally distributed. (n = 24)
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+2.5
+3.0
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.8696
+The residuals appear to be normally distributed. (n = 24)
C
diff --git a/tests/testthat/_snaps/all-w2/exercise3resplot.svg b/tests/testthat/_snaps/all-w2/exercise3resplot.svg
index ca58e56..d6ef0a5 100644
--- a/tests/testthat/_snaps/all-w2/exercise3resplot.svg
+++ b/tests/testthat/_snaps/all-w2/exercise3resplot.svg
@@ -39,65 +39,65 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0.0
-2.5
-5.0
-7.5
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
+0.0
+2.5
+5.0
+7.5
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -111,91 +111,91 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -218,89 +218,89 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-2.5
-5.0
-7.5
-10.0
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.8536
-The residuals appear to be normally distributed. (n = 35)
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+2.5
+5.0
+7.5
+10.0
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.8536
+The residuals appear to be normally distributed. (n = 35)
C
diff --git a/tests/testthat/_snaps/all-w2/exercise4resplot.svg b/tests/testthat/_snaps/all-w2/exercise4resplot.svg
index 0bf624d..ce6115b 100644
--- a/tests/testthat/_snaps/all-w2/exercise4resplot.svg
+++ b/tests/testthat/_snaps/all-w2/exercise4resplot.svg
@@ -39,58 +39,58 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-2
-4
-6
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
+0
+2
+4
+6
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -104,80 +104,80 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -200,85 +200,85 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
-
-4.25
-4.50
-4.75
-5.00
-5.25
-5.50
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.831
-The residuals appear to be normally distributed. (n = 24)
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+
+4.25
+4.50
+4.75
+5.00
+5.25
+5.50
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.831
+The residuals appear to be normally distributed. (n = 24)
C
diff --git a/tests/testthat/_snaps/all-w2/exercise5resplot.svg b/tests/testthat/_snaps/all-w2/exercise5resplot.svg
index eb536d5..77cfb09 100644
--- a/tests/testthat/_snaps/all-w2/exercise5resplot.svg
+++ b/tests/testthat/_snaps/all-w2/exercise5resplot.svg
@@ -39,59 +39,59 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-2
-4
-6
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
+0
+2
+4
+6
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -105,83 +105,83 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -204,70 +204,70 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--1
-0
-1
-
-
-
-
-
-
-35
-40
-45
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.1218
-The residuals appear to be normally distributed. (n = 25)
+-1
+0
+1
+
+
+
+
+
+
+35
+40
+45
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.1218
+The residuals appear to be normally distributed. (n = 25)
C
diff --git a/tests/testthat/_snaps/all-w2/exercise6resplot.svg b/tests/testthat/_snaps/all-w2/exercise6resplot.svg
index f24b100..5f1aac7 100644
--- a/tests/testthat/_snaps/all-w2/exercise6resplot.svg
+++ b/tests/testthat/_snaps/all-w2/exercise6resplot.svg
@@ -39,52 +39,52 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-2
-4
-6
-
-
-
-
-
-
-
--1
-0
-1
+0
+2
+4
+6
+
+
+
+
+
+
+
+-1
+0
+1
Standardised Residual
-Frequency
+Frequency
A
@@ -98,69 +98,69 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -183,61 +183,61 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--1
-0
-1
-
-
-
-
-
-
-16
-20
-24
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.1366
-The residuals appear to be normally distributed. (n = 16)
+-1
+0
+1
+
+
+
+
+
+
+16
+20
+24
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.1366
+The residuals appear to be normally distributed. (n = 16)
C
diff --git a/tests/testthat/_snaps/all-w2/exercise7resplot.svg b/tests/testthat/_snaps/all-w2/exercise7resplot.svg
index c68bdac..9f695dd 100644
--- a/tests/testthat/_snaps/all-w2/exercise7resplot.svg
+++ b/tests/testthat/_snaps/all-w2/exercise7resplot.svg
@@ -39,65 +39,65 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-2
-4
-6
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
+0
+2
+4
+6
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -111,92 +111,92 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -219,89 +219,89 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-2.5
-5.0
-7.5
-10.0
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.9404
-The residuals appear to be normally distributed. (n = 35)
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+2.5
+5.0
+7.5
+10.0
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.9404
+The residuals appear to be normally distributed. (n = 35)
C
diff --git a/tests/testthat/_snaps/all-w2/exercise8resplot.svg b/tests/testthat/_snaps/all-w2/exercise8resplot.svg
index bd95f5e..23ed814 100644
--- a/tests/testthat/_snaps/all-w2/exercise8resplot.svg
+++ b/tests/testthat/_snaps/all-w2/exercise8resplot.svg
@@ -39,60 +39,60 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-2
-4
-6
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
+0
+2
+4
+6
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -106,81 +106,81 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -203,83 +203,83 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
-4.50
-4.75
-5.00
-5.25
-5.50
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.9233
-The residuals appear to be normally distributed. (n = 24)
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+4.50
+4.75
+5.00
+5.25
+5.50
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.9233
+The residuals appear to be normally distributed. (n = 24)
C
diff --git a/tests/testthat/_snaps/all-w2/exercise9resplot.svg b/tests/testthat/_snaps/all-w2/exercise9resplot.svg
index 0e58d25..ccd93f6 100644
--- a/tests/testthat/_snaps/all-w2/exercise9resplot.svg
+++ b/tests/testthat/_snaps/all-w2/exercise9resplot.svg
@@ -39,58 +39,58 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-2
-4
-6
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
+0
+2
+4
+6
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -104,83 +104,83 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -203,70 +203,70 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--1
-0
-1
-
-
-
-
-
-
-35
-40
-45
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.2411
-The residuals appear to be normally distributed. (n = 25)
+-1
+0
+1
+
+
+
+
+
+
+35
+40
+45
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.2411
+The residuals appear to be normally distributed. (n = 25)
C
diff --git a/tests/testthat/_snaps/des/crd-without-trt.svg b/tests/testthat/_snaps/des/crd-without-trt.svg
index 59acc29..effa3e0 100644
--- a/tests/testthat/_snaps/des/crd-without-trt.svg
+++ b/tests/testthat/_snaps/des/crd-without-trt.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/autoplot-with-margin.svg b/tests/testthat/_snaps/design/autoplot-with-margin.svg
index d385e98..104076a 100644
--- a/tests/testthat/_snaps/design/autoplot-with-margin.svg
+++ b/tests/testthat/_snaps/design/autoplot-with-margin.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/autoplot-with-rotation.svg b/tests/testthat/_snaps/design/autoplot-with-rotation.svg
index 26ddabb..9bece31 100644
--- a/tests/testthat/_snaps/design/autoplot-with-rotation.svg
+++ b/tests/testthat/_snaps/design/autoplot-with-rotation.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/autoplot-with-size.svg b/tests/testthat/_snaps/design/autoplot-with-size.svg
index f219b02..85b5d75 100644
--- a/tests/testthat/_snaps/design/autoplot-with-size.svg
+++ b/tests/testthat/_snaps/design/autoplot-with-size.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/crd-plot-produced.svg b/tests/testthat/_snaps/design/crd-plot-produced.svg
index 1d7dcab..e45cdd3 100644
--- a/tests/testthat/_snaps/design/crd-plot-produced.svg
+++ b/tests/testthat/_snaps/design/crd-plot-produced.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/factorial-crd-plot-no-space-sep.svg b/tests/testthat/_snaps/design/factorial-crd-plot-no-space-sep.svg
index 2c699e2..a855b49 100644
--- a/tests/testthat/_snaps/design/factorial-crd-plot-no-space-sep.svg
+++ b/tests/testthat/_snaps/design/factorial-crd-plot-no-space-sep.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/factorial-crd-with-names.svg b/tests/testthat/_snaps/design/factorial-crd-with-names.svg
index d40670a..ce5bb32 100644
--- a/tests/testthat/_snaps/design/factorial-crd-with-names.svg
+++ b/tests/testthat/_snaps/design/factorial-crd-with-names.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/factorial-rcbd-plot-double-row-blocks.svg b/tests/testthat/_snaps/design/factorial-rcbd-plot-double-row-blocks.svg
index e60438e..0ca76f0 100644
--- a/tests/testthat/_snaps/design/factorial-rcbd-plot-double-row-blocks.svg
+++ b/tests/testthat/_snaps/design/factorial-rcbd-plot-double-row-blocks.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/factorial-rcbd-plot-produced.svg b/tests/testthat/_snaps/design/factorial-rcbd-plot-produced.svg
index c594f21..6e7029c 100644
--- a/tests/testthat/_snaps/design/factorial-rcbd-plot-produced.svg
+++ b/tests/testthat/_snaps/design/factorial-rcbd-plot-produced.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/factorial-rcbd-plot-square-blocks.svg b/tests/testthat/_snaps/design/factorial-rcbd-plot-square-blocks.svg
index 681bd06..44bb38c 100644
--- a/tests/testthat/_snaps/design/factorial-rcbd-plot-square-blocks.svg
+++ b/tests/testthat/_snaps/design/factorial-rcbd-plot-square-blocks.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/factorial-rcbd-plot-with-row-blocks.svg b/tests/testthat/_snaps/design/factorial-rcbd-plot-with-row-blocks.svg
index e18e970..6fa6edf 100644
--- a/tests/testthat/_snaps/design/factorial-rcbd-plot-with-row-blocks.svg
+++ b/tests/testthat/_snaps/design/factorial-rcbd-plot-with-row-blocks.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/lsd-plot-produced.svg b/tests/testthat/_snaps/design/lsd-plot-produced.svg
index d9b14f6..dfc4676 100644
--- a/tests/testthat/_snaps/design/lsd-plot-produced.svg
+++ b/tests/testthat/_snaps/design/lsd-plot-produced.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/nested-lsd.svg b/tests/testthat/_snaps/design/nested-lsd.svg
index e0986b2..0767b2f 100644
--- a/tests/testthat/_snaps/design/nested-lsd.svg
+++ b/tests/testthat/_snaps/design/nested-lsd.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/plot-produced-with-plot-false.svg b/tests/testthat/_snaps/design/plot-produced-with-plot-false.svg
index 0824b06..254cdc3 100644
--- a/tests/testthat/_snaps/design/plot-produced-with-plot-false.svg
+++ b/tests/testthat/_snaps/design/plot-produced-with-plot-false.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/rcbd-with-row-blocks.svg b/tests/testthat/_snaps/design/rcbd-with-row-blocks.svg
index b6a7c3a..2ad37df 100644
--- a/tests/testthat/_snaps/design/rcbd-with-row-blocks.svg
+++ b/tests/testthat/_snaps/design/rcbd-with-row-blocks.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/rcbd-with-square-blocks.svg b/tests/testthat/_snaps/design/rcbd-with-square-blocks.svg
index 1c229cf..089ae4b 100644
--- a/tests/testthat/_snaps/design/rcbd-with-square-blocks.svg
+++ b/tests/testthat/_snaps/design/rcbd-with-square-blocks.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/split-plot-byrow-f.svg b/tests/testthat/_snaps/design/split-plot-byrow-f.svg
index cc3dfed..4906104 100644
--- a/tests/testthat/_snaps/design/split-plot-byrow-f.svg
+++ b/tests/testthat/_snaps/design/split-plot-byrow-f.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/split-plot-double-row-blocks.svg b/tests/testthat/_snaps/design/split-plot-double-row-blocks.svg
index e80d8fb..d5a972d 100644
--- a/tests/testthat/_snaps/design/split-plot-double-row-blocks.svg
+++ b/tests/testthat/_snaps/design/split-plot-double-row-blocks.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/split-plot-ntrt-bcol.svg b/tests/testthat/_snaps/design/split-plot-ntrt-bcol.svg
index 2764cd4..9dee214 100644
--- a/tests/testthat/_snaps/design/split-plot-ntrt-bcol.svg
+++ b/tests/testthat/_snaps/design/split-plot-ntrt-bcol.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/split-plot-produced.svg b/tests/testthat/_snaps/design/split-plot-produced.svg
index c5b1218..0cf9636 100644
--- a/tests/testthat/_snaps/design/split-plot-produced.svg
+++ b/tests/testthat/_snaps/design/split-plot-produced.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/design/split-plot-with-vector-names.svg b/tests/testthat/_snaps/design/split-plot-with-vector-names.svg
index 069cf61..1f8fcaa 100644
--- a/tests/testthat/_snaps/design/split-plot-with-vector-names.svg
+++ b/tests/testthat/_snaps/design/split-plot-with-vector-names.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/mct/3-way-interaction-internal.svg b/tests/testthat/_snaps/mct/3-way-interaction-internal.svg
index 3bb1393..c337401 100644
--- a/tests/testthat/_snaps/mct/3-way-interaction-internal.svg
+++ b/tests/testthat/_snaps/mct/3-way-interaction-internal.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/mct/lme4-output.svg b/tests/testthat/_snaps/mct/lme4-output.svg
deleted file mode 100644
index 0c1a4c3..0000000
--- a/tests/testthat/_snaps/mct/lme4-output.svg
+++ /dev/null
@@ -1,84 +0,0 @@
-
-
diff --git a/tests/testthat/_snaps/mct/mct-inverse-output.svg b/tests/testthat/_snaps/mct/mct-inverse-output.svg
index 69917ba..160a36d 100644
--- a/tests/testthat/_snaps/mct/mct-inverse-output.svg
+++ b/tests/testthat/_snaps/mct/mct-inverse-output.svg
@@ -18,7 +18,7 @@
-
+
diff --git a/tests/testthat/_snaps/resplot/artool-resplot-with-call.svg b/tests/testthat/_snaps/resplot/artool-resplot-with-call.svg
deleted file mode 100644
index 3218964..0000000
--- a/tests/testthat/_snaps/resplot/artool-resplot-with-call.svg
+++ /dev/null
@@ -1,325 +0,0 @@
-
-
diff --git a/tests/testthat/_snaps/resplot/artool-resplot.svg b/tests/testthat/_snaps/resplot/artool-resplot.svg
deleted file mode 100644
index 09f8cca..0000000
--- a/tests/testthat/_snaps/resplot/artool-resplot.svg
+++ /dev/null
@@ -1,310 +0,0 @@
-
-
diff --git a/tests/testthat/_snaps/resplot/resplot-after-warning.svg b/tests/testthat/_snaps/resplot/resplot-after-warning.svg
index c4d5319..7abc72b 100644
--- a/tests/testthat/_snaps/resplot/resplot-after-warning.svg
+++ b/tests/testthat/_snaps/resplot/resplot-after-warning.svg
@@ -39,61 +39,61 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-10
-20
-30
-40
-
-
-
-
-
-
-
-
--2
-0
-2
+0
+10
+20
+30
+40
+
+
+
+
+
+
+
+
+-2
+0
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -107,216 +107,216 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--3
--2
--1
-0
-1
-2
-3
-
-
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-3
+-2
+-1
+0
+1
+2
+3
+
+
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -339,217 +339,217 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--3
--2
--1
-0
-1
-2
-3
-
-
-
-
-
-
-
-
-
-
-
-
-2
-3
-4
-5
-6
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.3753
-The residuals appear to be normally distributed. (n = 150)
+-3
+-2
+-1
+0
+1
+2
+3
+
+
+
+
+
+
+
+
+
+
+
+
+2
+3
+4
+5
+6
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.3753
+The residuals appear to be normally distributed. (n = 150)
C
diff --git a/tests/testthat/_snaps/resplot/resplot-for-aov-without-shapiro.svg b/tests/testthat/_snaps/resplot/resplot-for-aov-without-shapiro.svg
index 45829c9..c2f28a0 100644
--- a/tests/testthat/_snaps/resplot/resplot-for-aov-without-shapiro.svg
+++ b/tests/testthat/_snaps/resplot/resplot-for-aov-without-shapiro.svg
@@ -39,61 +39,61 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-10
-20
-30
-40
-
-
-
-
-
-
-
-
--2
-0
-2
+0
+10
+20
+30
+40
+
+
+
+
+
+
+
+
+-2
+0
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -107,216 +107,216 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--3
--2
--1
-0
-1
-2
-3
-
-
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-3
+-2
+-1
+0
+1
+2
+3
+
+
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -339,215 +339,215 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--3
--2
--1
-0
-1
-2
-3
-
-
-
-
-
-
-
-
-
-
-
-
-2
-3
-4
-5
-6
-Fitted Value
-Standardised Residual
+-3
+-2
+-1
+0
+1
+2
+3
+
+
+
+
+
+
+
+
+
+
+
+
+2
+3
+4
+5
+6
+Fitted Value
+Standardised Residual
C
diff --git a/tests/testthat/_snaps/resplot/resplot-for-aov.svg b/tests/testthat/_snaps/resplot/resplot-for-aov.svg
index c4d5319..7abc72b 100644
--- a/tests/testthat/_snaps/resplot/resplot-for-aov.svg
+++ b/tests/testthat/_snaps/resplot/resplot-for-aov.svg
@@ -39,61 +39,61 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-10
-20
-30
-40
-
-
-
-
-
-
-
-
--2
-0
-2
+0
+10
+20
+30
+40
+
+
+
+
+
+
+
+
+-2
+0
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -107,216 +107,216 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--3
--2
--1
-0
-1
-2
-3
-
-
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-3
+-2
+-1
+0
+1
+2
+3
+
+
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -339,217 +339,217 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--3
--2
--1
-0
-1
-2
-3
-
-
-
-
-
-
-
-
-
-
-
-
-2
-3
-4
-5
-6
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.3753
-The residuals appear to be normally distributed. (n = 150)
+-3
+-2
+-1
+0
+1
+2
+3
+
+
+
+
+
+
+
+
+
+
+
+
+2
+3
+4
+5
+6
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.3753
+The residuals appear to be normally distributed. (n = 150)
C
diff --git a/tests/testthat/_snaps/resplot/resplot-for-asreml-pt-1.svg b/tests/testthat/_snaps/resplot/resplot-for-asreml-pt-1.svg
index 9966920..68b4651 100644
--- a/tests/testthat/_snaps/resplot/resplot-for-asreml-pt-1.svg
+++ b/tests/testthat/_snaps/resplot/resplot-for-asreml-pt-1.svg
@@ -39,64 +39,64 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-2
-4
-6
-8
-
-
-
-
-
-
-
-
-
--1
-0
-1
-2
+0
+2
+4
+6
+8
+
+
+
+
+
+
+
+
+
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -110,95 +110,95 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -221,90 +221,90 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-0.50
-0.75
-1.00
-1.25
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.0474
-The residuals do not appear to be normally distributed. (n = 40)
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+0.50
+0.75
+1.00
+1.25
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.0474
+The residuals do not appear to be normally distributed. (n = 40)
C
diff --git a/tests/testthat/_snaps/resplot/resplot-for-asreml-pt-2.svg b/tests/testthat/_snaps/resplot/resplot-for-asreml-pt-2.svg
index 1f3e077..468619d 100644
--- a/tests/testthat/_snaps/resplot/resplot-for-asreml-pt-2.svg
+++ b/tests/testthat/_snaps/resplot/resplot-for-asreml-pt-2.svg
@@ -39,61 +39,61 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0.0
-2.5
-5.0
-7.5
-
-
-
-
-
-
-
-
--1
-0
-1
-2
+0.0
+2.5
+5.0
+7.5
+
+
+
+
+
+
+
+
+-1
+0
+1
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -107,96 +107,96 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -219,91 +219,91 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-0.50
-0.75
-1.00
-1.25
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.3046
-The residuals appear to be normally distributed. (n = 40)
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+0.50
+0.75
+1.00
+1.25
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.3046
+The residuals appear to be normally distributed. (n = 40)
C
diff --git a/tests/testthat/_snaps/resplot/resplot-for-asreml-pt-3.svg b/tests/testthat/_snaps/resplot/resplot-for-asreml-pt-3.svg
index 0c28baa..89e6fe8 100644
--- a/tests/testthat/_snaps/resplot/resplot-for-asreml-pt-3.svg
+++ b/tests/testthat/_snaps/resplot/resplot-for-asreml-pt-3.svg
@@ -39,74 +39,74 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0.0
-2.5
-5.0
-7.5
-10.0
-
-
-
-
-
-
-
-
-
-
-
-
--3
--2
--1
-0
-1
-2
-3
+0.0
+2.5
+5.0
+7.5
+10.0
+
+
+
+
+
+
+
+
+
+
+
+
+-3
+-2
+-1
+0
+1
+2
+3
Standardised Residual
-Frequency
+Frequency
A
@@ -120,98 +120,98 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -234,93 +234,93 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--2
--1
-0
-1
-2
-
-
-
-
-
-
-
-
-2.0
-2.5
-3.0
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.9808
-The residuals appear to be normally distributed. (n = 40)
+-2
+-1
+0
+1
+2
+
+
+
+
+
+
+
+
+2.0
+2.5
+3.0
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.9808
+The residuals appear to be normally distributed. (n = 40)
C
diff --git a/tests/testthat/_snaps/resplot/resplot-for-asreml-single.svg b/tests/testthat/_snaps/resplot/resplot-for-asreml-single.svg
index 0e5e9fd..350220a 100644
--- a/tests/testthat/_snaps/resplot/resplot-for-asreml-single.svg
+++ b/tests/testthat/_snaps/resplot/resplot-for-asreml-single.svg
@@ -54,61 +54,61 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-10
-20
-30
-40
-
-
-
-
-
-
-
-
--2
-0
-2
+0
+10
+20
+30
+40
+
+
+
+
+
+
+
+
+-2
+0
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -122,216 +122,216 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--3
--2
--1
-0
-1
-2
-3
-
-
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-3
+-2
+-1
+0
+1
+2
+3
+
+
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -354,215 +354,215 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--3
--2
--1
-0
-1
-2
-3
-
-
-
-
-
-
-
-
-
-
-
-
-2
-3
-4
-5
-6
-Fitted Value
-Standardised Residual
+-3
+-2
+-1
+0
+1
+2
+3
+
+
+
+
+
+
+
+
+
+
+
+
+2
+3
+4
+5
+6
+Fitted Value
+Standardised Residual
C
diff --git a/tests/testthat/_snaps/resplot/resplot-for-lme4.svg b/tests/testthat/_snaps/resplot/resplot-for-lme4.svg
deleted file mode 100644
index 403ef4d..0000000
--- a/tests/testthat/_snaps/resplot/resplot-for-lme4.svg
+++ /dev/null
@@ -1,611 +0,0 @@
-
-
diff --git a/tests/testthat/_snaps/resplot/resplot-for-sommer.svg b/tests/testthat/_snaps/resplot/resplot-for-sommer.svg
deleted file mode 100644
index 7fdcb9e..0000000
--- a/tests/testthat/_snaps/resplot/resplot-for-sommer.svg
+++ /dev/null
@@ -1,400 +0,0 @@
-
-
diff --git a/tests/testthat/_snaps/resplot/resplot-with-call.svg b/tests/testthat/_snaps/resplot/resplot-with-call.svg
index a9ed6f6..91ebde0 100644
--- a/tests/testthat/_snaps/resplot/resplot-with-call.svg
+++ b/tests/testthat/_snaps/resplot/resplot-with-call.svg
@@ -53,61 +53,61 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-10
-20
-30
-40
-
-
-
-
-
-
-
-
--2
-0
-2
+0
+10
+20
+30
+40
+
+
+
+
+
+
+
+
+-2
+0
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -121,216 +121,216 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--3
--2
--1
-0
-1
-2
-3
-
-
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-3
+-2
+-1
+0
+1
+2
+3
+
+
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -353,217 +353,217 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--3
--2
--1
-0
-1
-2
-3
-
-
-
-
-
-
-
-
-
-
-
-
-2
-3
-4
-5
-6
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.3753
-The residuals appear to be normally distributed. (n = 150)
+-3
+-2
+-1
+0
+1
+2
+3
+
+
+
+
+
+
+
+
+
+
+
+
+2
+3
+4
+5
+6
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.3753
+The residuals appear to be normally distributed. (n = 150)
C
diff --git a/tests/testthat/_snaps/resplot/resplot-with-smaller-call.svg b/tests/testthat/_snaps/resplot/resplot-with-smaller-call.svg
index 1af6be4..f8eb936 100644
--- a/tests/testthat/_snaps/resplot/resplot-with-smaller-call.svg
+++ b/tests/testthat/_snaps/resplot/resplot-with-smaller-call.svg
@@ -53,61 +53,61 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-0
-10
-20
-30
-40
-
-
-
-
-
-
-
-
--2
-0
-2
+0
+10
+20
+30
+40
+
+
+
+
+
+
+
+
+-2
+0
+2
Standardised Residual
-Frequency
+Frequency
A
@@ -121,216 +121,216 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--3
--2
--1
-0
-1
-2
-3
-
-
-
-
-
-
-
-
-
-
-
-
--2
--1
-0
-1
-2
-Theoretical
-Standardised Residual
+-3
+-2
+-1
+0
+1
+2
+3
+
+
+
+
+
+
+
+
+
+
+
+
+-2
+-1
+0
+1
+2
+Theoretical
+Standardised Residual
B
@@ -353,217 +353,217 @@
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
--3
--2
--1
-0
-1
-2
-3
-
-
-
-
-
-
-
-
-
-
-
-
-2
-3
-4
-5
-6
-Fitted Value
-Standardised Residual
-Shapiro-Wilk normality test p-value: 0.3753
-The residuals appear to be normally distributed. (n = 150)
+-3
+-2
+-1
+0
+1
+2
+3
+
+
+
+
+
+
+
+
+
+
+
+
+2
+3
+4
+5
+6
+Fitted Value
+Standardised Residual
+Shapiro-Wilk normality test p-value: 0.3753
+The residuals appear to be normally distributed. (n = 150)
C