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Co-authored-by: Christophe Dervieux <[email protected]>
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title: "Interpretable Machine Learning"
author: "Christoph Molnar"
date: "2023-07-17"
date: "2023-08-21"
tags: [Machine Learning, Guide, Models]
link: "https://christophm.github.io/interpretable-ml-book/"
length_weight: "9.6%"
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2 changes: 1 addition & 1 deletion content/archive/external/datascienceineducation-com.md
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Expand Up @@ -4,7 +4,7 @@ author: "Ryan A. Estrellado, Emily A. Bovee, Jesse Mostipak, Joshua M. Rosenberg
date: ""
tags: [Data Science, Education]
link: "https://datascienceineducation.com/"
length_weight: "0%"
length_weight: "8.8%"
cover: "https://datascienceineducation.com/dsieur-cover-routledge.jpg"
repo: "data-edu/data-science-in-education"
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title: "The Epidemiologist R Handbook"
author: "the handbook team"
date: "2022-12-13"
date: "2023-07-18"
tags: [Epidemiology, Tutorial, Course]
link: "https://epirhandbook.com/"
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The Epi R Handbook is a R reference manual for applied epidemiology and public health. [...] Usage: This handbook has been used over 1 million times by 300,000 people around the world. Objective: Serve as a quick R code reference manual (online and offline) with task-centered examples that address common epidemiological problems. Are you just starting with R? Try our free interactive tutorials or synchronous, virtual intro course used by US CDC, WHO, and 75+ other health agencies and Field Epi Training Programs worldwide. Languages: Spanish (Español), Vietnamese (Tiếng Việt), Japanese (日本), ...
The Epi R Handbook is a R reference manual for applied epidemiology and public health. [...] Usage: This handbook has been used over 1 million times by 450,000 people around the world. Objective: Serve as a quick R code reference manual (online and offline) with task-centered examples that address common epidemiological problems. Are you just starting with R? Try our free interactive tutorials or synchronous, virtual intro course used by US CDC, WHO, and 75+ other health agencies and Field Epi Training Programs worldwide. Languages: French (Français), Spanish (Español), Vietnamese (Tiếng ...
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date: ""
tags: [Github]
link: "https://est-mult.netlify.com/"
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repo: "tereom/est-multivariada"
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title: "Geocomputation with R"
author: "Robin Lovelace, Jakub Nowosad, Jannes Muenchow"
date: "2023-08-13"
date: "2023-08-18"
tags: [Geographic, Visualization, Data Science, Spatial Data]
link: "https://geocompr.robinlovelace.net/"
length_weight: "8.6%"
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cover: "https://r.geocompx.org/images/cover.png"
repo: "geocompx/geocompr"
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Expand Up @@ -4,7 +4,7 @@ author: "DJ Navarro"
date: "2018-12-31"
tags: [Statistics, Tutorial, Psychology]
link: "https://learningstatisticswithr-bookdown.netlify.com/"
length_weight: "0%"
length_weight: "100%"
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4 changes: 2 additions & 2 deletions content/archive/external/privefl-github-io-advr38book.md
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title: "Advanced R Course"
author: "Florian Privé"
date: "2023-08-16"
date: "2023-08-22"
tags: [Advanced R, Course, Data Science, Github]
link: "https://privefl.github.io/advr38book/"
length_weight: "2%"
length_weight: "1.7%"
cover: "https://privefl.github.io/advr38book/images/hexsticker.png"
repo: "privefl/advr38book"
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4 changes: 2 additions & 2 deletions content/archive/external/psyc2016-whatanimalssee-com.md
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Expand Up @@ -4,10 +4,10 @@ author: "Alex O. Holcombe"
date: ""
tags: [Textbook, Psychology]
link: "https://psyc2016.whatanimalssee.com/"
length_weight: "8.2%"
length_weight: "8.3%"
cover: "https://psyc2016.whatanimalssee.com/imagesForRmd/threeWiseMonkeys/Three_Wise_Monkeys_640px.jpeg"
repo: "alexholcombe/PSYC2016attention"
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A short textbook on the psychology of attention, mostly visual attention, written for PSYC2016 at the University of Sydney. It uses a principles-based approach with an emphasis on demonstration of the phenomena covered using visual demonstrations: images and animations. [...] Welcome! This mini-textbook was written for the University of Sydney’s PSYC2016 unit of study. Some sections will be updated after each of my lectures, as I continue to refine this. You can contact me (he/him) via email ([email protected]) or find me on twitter. You can read this mini-text here on the web, or ...
A short textbook on the psychology of attention, mostly visual attention, written for PSYC2016 at the University of Sydney. It uses a principles-based approach with an emphasis on demonstration of the phenomena covered using visual demonstrations: images and animations. [...] This is a mini-textbook on attention. It was written for PSYC2016 at the University of Sydney, but may be suitable for everyone. Some sections may be refined after each of my lectures. Please let me know about any typos or unclear bits! You can contact me (he/him) via email ([email protected]), Mastodon, or ...
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title: "R Graphics Cookbook, 2nd edition"
author: "Winston Chang"
date: "2023-08-16"
date: "2023-08-23"
tags: [Guide]
link: "https://r-graphics.org/"
length_weight: "7.5%"
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date: ""
tags: [Data Science]
link: "https://r4ds.had.co.nz/"
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Expand Up @@ -4,7 +4,7 @@ author: "Aaron Coyner and Ted Laderas"
date: "2020-06-12"
tags: [Package, Course, Data Science]
link: "https://ready4r.netlify.app/labbook/"
length_weight: "3.3%"
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repo: "laderast/ready_for_r_site"
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2 changes: 1 addition & 1 deletion content/archive/external/rmd4sci-njtierney-com.md
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date: "2020-09-09"
tags: [R Markdown, Guide, Statistics]
link: "https://rmd4sci.njtierney.com/"
length_weight: "3.1%"
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2 changes: 1 addition & 1 deletion content/archive/external/ropensci-github-io-dev-guide.md
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title: "rOpenSci Packages: Development, Maintenance, and Peer Review"
author: "rOpenSci software review editorial team (current and alumni): Brooke Anderson, Scott Chamberlain, Laura DeCicco, Julia Gustavsen, Jeff Hollister, Anna Krystalli, Mauro Lepore, Lincoln Mullen, Mark Padgham, Karthik Ram, Emily Riederer, Noam Ross, Maëlle Salmon, Adam Sparks, Melina Vidoni"
date: "2023-08-16"
date: "2023-08-23"
tags: [Package, Guide, Github]
link: "https://ropensci.github.io/dev_guide/"
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2 changes: 1 addition & 1 deletion content/archive/external/www-bigbookofr-com.md
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Expand Up @@ -3,7 +3,7 @@ title: "Big Book of R"
author: "Oscar Baruffa"
date: ""
link: "https://www.bigbookofr.com/"
length_weight: "5.8%"
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6 changes: 2 additions & 4 deletions content/archive/external/www-t4rstats-com.md
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Expand Up @@ -3,12 +3,10 @@ title: "Twitter for R programmers"
author: "Oscar Baruffa, Veerle van Son"
date: ""
link: "https://www.t4rstats.com/"
length_weight: "2.2%"
length_weight: "0%"
cover: "https://www.t4rstats.com/images/welcome_to_rstats_twitter_social.png"
repo: "oscarbaruffa/Book-Twitter-for-R"
pinned: false
---

Twitter for R programmers [...] Artwork by @allison_horst The R community is very active on Twitter.
You can learn a lot about the language, about new approaches to problems, make friends and even land a job or next contract.
It’s a real-time pulse of the R community. This website is free to use, and is licensed under the Creative Commons Attribution-NonCommercial-NoDerivs 3.0 License. So, you’re an R-programmer. What can you gain from becoming active on Twitter? This book will talk about the benefits and it will show you how to use Twitter. First of all, what is Twitter exactly? It’s a ...
Twitter for R programmers [...] This book is now archived and won’t receive further updates. The authors enjoyed writing this book and the immensely warm, welcoming and friendly community of R users that used Twitter frequently. Twitter has undergone significant changes since this book was written, and as of this final book update, was rebranded to X. You may find some of the content in this book interesting for reference or nostalgia. If you want to pick up on where some of the R community have migrated, we suggest you try out Mastodon. Some are still around on X. Feel free to link up with ...
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title: "Introductory Statistics for Economics"
author: "Brian Krauth"
date: "2023-04-03T15:25:33Z"
date: "2023-08-20T15:58:08Z"
tags: [Statistics, Textbook, Course]
link: "https://bookdown.org/bkrauth/IS4E/"
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title: "Myocarditis Redcap wiki"
author: "Charles Dolladille"
date: "2022-11-25T15:44:00Z"
date: "2023-08-18T07:20:11Z"
link: "https://bookdown.org/cdolladille/myocarditis_redcap_wiki/"
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4 changes: 2 additions & 2 deletions content/archive/internal/cochrabj-cookbook.md
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title: "Cooking After Retirement"
author: "Bruce Cochrane"
date: "2023-08-14T15:02:23Z"
date: "2023-08-21T18:48:43Z"
link: "https://bookdown.org/cochrabj/cookbook/"
length_weight: "8.8%"
length_weight: "8.9%"
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title: "PEQG 2022 Poster References"
title: "GGA 2023 Poster References"
author: "Jennifer Baltzegar"
date: "2022-06-09T23:33:15Z"
tags: [Conference]
date: "2023-08-22T13:35:47Z"
link: "https://bookdown.org/jfbaltze/References/"
length_weight: "1.3%"
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PEQG 2022 Poster References [...] This is a list of relevant references for the poster titled “Population Genetics of Rapid Evolution: a case study of insecticide resistance” by Jennifer Baltzegar and Fred Gould. Presented at the PEQG 2022 conference in Pacific Grove, CA on June 9, 2022. Jennifer Baltzegar: [email protected] ...
GGA 2023 Poster References [...] This is a list of relevant references for the poster titled “Multiple Haplotypes Contribute Toward the Rapid Evolution of Pyrethroid Resistance in Aedes aegypti” by Jennifer Baltzegar and Fred Gould. Presented at the NCSU Genetics and Genomics Academy Retreat at Hunt Library on August 25, 2023. Jennifer Baltzegar: [email protected] ...
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title: "381M Course Bookdown"
author: "Josephine Lukito"
date: "2023-08-23T12:03:06Z"
tags: [Course, Textbook, Data Science, Statistics, Visualization, Network, Machine Learning]
link: "https://bookdown.org/josephine_lukito/j381m_tutorial/"
length_weight: "100%"
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This is a textbook for the course J381M at UT-Austin. [...] Welcome to the J381M Textbook! In this course, we will learn how to use R for Computational Communication Research and Data Science, focusing on skills such as data wrangling, basic statistics, data visualization, data collection, NLP, network analysis, and machine learning. This is a survey course that is meant to give you a taste of data science. In truth, many of these topics are rich enough to warrant full courses. This textbook is best paired with the J381M course materials, including lectures, readings, and course assignments. ...
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title: "GSB 518 Handouts"
author: "Kevin Ross"
date: "2023-08-15T19:07:23Z"
date: "2023-08-23T03:58:56Z"
tags: [Statistics, Business Analytics, Package]
link: "https://bookdown.org/kevin_davisross/gsb518-handouts/"
length_weight: "4%"
length_weight: "7.2%"
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title: "Multi-level Modeling: Nested and Longitudinal data"
author: "Marc Scott"
date: "2023-08-10T12:11:53Z"
date: "2023-08-24T02:18:08Z"
tags: [Package, Course, Models, Education]
link: "https://bookdown.org/ks6017/MLM_bookdown/"
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title: "R Companion for Intermediate Stats"
author: "Laura Lambert"
date: "2023-08-21T17:59:05Z"
tags: [Statistics, Course, Guide]
link: "https://bookdown.org/laura_lambert_99/intermediate_stats/"
length_weight: "10.7%"
repo: "https://github.com/lauralambert99/Intermediate_Stats"
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<p>This is a compilation of R code and output interpretation to accompany an Intermediate Inferential Statistics course taught at JMU. It is not intended to teach the statistics, but rather to support R coding and interpretation.</p> [...] This book is intended to serve as a guide for the R functions you will be running in PSYC 605. The statistics will be covered in class; this is to support your analysis using R. This is not intended to be an exhaustive guide to R but rather a tool to aid in your work. For clarity’s sake, repeated tests between statistical techniques will be fully explained ...
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title: "Fantastic Genes and Where to Find Them"
author: "Maria Gallegos, Cal State University East Bay"
date: "2023-08-16T21:43:50Z"
date: "2023-08-18T21:51:45Z"
tags: [Education, Course]
link: "https://bookdown.org/maria_gallegos/where-are-genes-2021/"
length_weight: "8.8%"
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date: "2020-09-09T11:40:46Z"
tags: [Market]
link: "https://bookdown.org/marketvariance/inteligencia_detras/"
length_weight: "100%"
length_weight: "12.2%"
cover: "https://bookdown.org/marketvariance/inteligencia_detras/IMAGENES/portada_big_bang.png"
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title: "A Guide on Data Analysis"
author: "Mike Nguyen"
date: "2023-08-13T05:02:57Z"
date: "2023-08-22T08:45:58Z"
tags: [Guide, Data Analysis, Data Science, Statistics, Machine Learning]
link: "https://bookdown.org/mike/data_analysis/"
length_weight: "100%"
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This is a guide on how to conduct data analysis in the field of data science, statistics, or machine learning. [...] More books by the author can be found ...
This is a guide on how to conduct data analysis in the field of data science, statistics, or machine learning. [...] 1. APA (7th edition): Nguyen, M. (2020). A Guide on Data Analysis. Bookdown. https://bookdown.org/mike/data_analysis/ 2. MLA (8th edition): Nguyen, Mike. A Guide on Data Analysis. Bookdown, 2020. https://bookdown.org/mike/data_analysis/ 3. Chicago (17th edition): Nguyen, Mike. 2020. A Guide on Data Analysis. Bookdown. https://bookdown.org/mike/data_analysis/ 4. Harvard: Nguyen, M. (2020) A Guide on Data Analysis. Bookdown. Available at: https://bookdown.org/mike/data_analysis/ ...
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title: "ORCA Transitional Facility Manual V4"
title: "ORCA Transitional Facility Manual V4.1"
author: "Bob Dagg"
date: "2022-09-19T23:39:57Z"
date: "2023-08-23T03:28:13Z"
link: "https://bookdown.org/oarfacility/transfacmanual_v41/"
length_weight: "3%"
length_weight: "2.9%"
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title: "Statistical Rethinking (2nd ed. 2023)"
author: "Peter Baumgartner"
date: "2023-08-11T21:35:46Z"
date: "2023-08-21T22:19:06Z"
tags: [Tidyverse, Bayesian, Statistics]
link: "https://bookdown.org/pbaumgartner/sr2-notes/"
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title: "Distribution Theory"
author: "Peter K. Dunn"
date: "2023-08-16T03:02:53Z"
date: "2023-08-23T23:23:47Z"
tags: [Statistics, Simulation]
link: "https://bookdown.org/pkaldunn/DistTheory/"
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title: "Scientific Research and Methodology"
author: "Peter K. Dunn"
date: "2023-08-16T08:37:24Z"
date: "2023-08-21T05:00:29Z"
tags: [Textbook]
link: "https://bookdown.org/pkaldunn/SRM-Textbook/"
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title: "R Exploratory Data Analysis"
author: "Nathan Garrett"
date: "2023-08-15T18:19:05Z"
date: "2023-08-21T18:03:01Z"
tags: [Exploratory Data Analysis]
link: "https://bookdown.org/profgarrett/course_r_eda/"
length_weight: "2.6%"
length_weight: "2.3%"
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title: "Draft Panduan Penggunaan Kamera Intai"
author: "Fauna & Flora International`s Indonesia Programme"
date: "2023-08-08T06:11:56Z"
date: "2023-08-22T10:06:58Z"
link: "https://bookdown.org/ryan_avriandy/ffip_surveicamtrap/"
length_weight: "6.7%"
length_weight: "6.8%"
cover: "https://bookdown.org/ryan_avriandy/ffip_surveicamtrap/./cover.png"
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