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@@ -932,27 +916,27 @@ head(10) 
         groupFctr             groupID        term         mean       median
-1  lsoa_cd:msoa_cd E01006512:E02001377 (Intercept) -0.016024900 -0.016182257
-2  lsoa_cd:msoa_cd E01006513:E02006932 (Intercept) -0.014365961 -0.014156835
-3  lsoa_cd:msoa_cd E01006514:E02001383 (Intercept) -0.023387805 -0.024070606
-4  lsoa_cd:msoa_cd E01006515:E02001383 (Intercept) -0.019307523 -0.019391931
-5  lsoa_cd:msoa_cd E01006518:E02001390 (Intercept) -0.019501402 -0.021985163
-6  lsoa_cd:msoa_cd E01006519:E02001402 (Intercept) -0.015718283 -0.015748927
-7  lsoa_cd:msoa_cd E01006520:E02001389 (Intercept) -0.024228037 -0.025435851
-8  lsoa_cd:msoa_cd E01006521:E02001398 (Intercept)  0.005786660  0.005448932
-9  lsoa_cd:msoa_cd E01006522:E02001394 (Intercept)  0.017665445  0.017510787
-10 lsoa_cd:msoa_cd E01006523:E02001398 (Intercept)  0.004597002  0.003980189
-           sd
-1  0.02181527
-2  0.02096828
-3  0.02074659
-4  0.01962778
-5  0.01952425
-6  0.01001290
-7  0.01998055
-8  0.01969677
-9  0.02127592
-10 0.01939081
+1 lsoa_cd:msoa_cd E01006512:E02001377 (Intercept) -0.015517531 -0.014486880 +2 lsoa_cd:msoa_cd E01006513:E02006932 (Intercept) -0.016811135 -0.017546167 +3 lsoa_cd:msoa_cd E01006514:E02001383 (Intercept) -0.021818145 -0.024092438 +4 lsoa_cd:msoa_cd E01006515:E02001383 (Intercept) -0.018097772 -0.017458932 +5 lsoa_cd:msoa_cd E01006518:E02001390 (Intercept) -0.017939320 -0.017949390 +6 lsoa_cd:msoa_cd E01006519:E02001402 (Intercept) -0.015206492 -0.015264256 +7 lsoa_cd:msoa_cd E01006520:E02001389 (Intercept) -0.024048878 -0.023262342 +8 lsoa_cd:msoa_cd E01006521:E02001398 (Intercept) 0.006892622 0.007299342 +9 lsoa_cd:msoa_cd E01006522:E02001394 (Intercept) 0.019082274 0.020449785 +10 lsoa_cd:msoa_cd E01006523:E02001398 (Intercept) 0.004270358 0.005194620 + sd +1 0.020824395 +2 0.019268301 +3 0.019622814 +4 0.018468456 +5 0.019955005 +6 0.008461949 +7 0.021041952 +8 0.018644138 +9 0.020438046 +10 0.018968348

The results contain the estimated mean, median and standard deviation for the intercept within each group (e.g. LSOA). The mean estimates are similar to those obtained from ranef with some small differences due to rounding.

@@ -1026,9 +1010,9 @@ $ groupFctr: chr "msoa_cd" "msoa_cd" "msoa_cd" "msoa_cd" ... $ groupID : chr "E02001347" "E02001348" "E02001349" "E02001350" ... $ term : chr "(Intercept)" "(Intercept)" "(Intercept)" "(Intercept)" ... - $ mean : num -0.01325 -0.02661 -0.03065 0.00537 0.02327 ... - $ median : num -0.01406 -0.02572 -0.02964 0.00511 0.02398 ... - $ sd : num 0.0305 0.0354 0.031 0.0349 0.0162 ... + $ mean : num -0.01287 -0.02288 -0.03004 0.00695 0.02319 ... + $ median : num -0.01269 -0.02376 -0.03138 0.00675 0.02437 ... + $ sd : num 0.0345 0.0343 0.0329 0.0335 0.0157 ... 
# merge data
 msoa_shp <- merge(x = msoa_shp, y = re_msoa, by.x = "MSOA_CD", by.y = "groupID")
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@@ -530,9 +514,9 @@ $ groupFctr: chr "msoa_cd" "msoa_cd" "msoa_cd" "msoa_cd" ... $ groupID : chr "E02001347" "E02001348" "E02001349" "E02001350" ... $ term : chr "lt_ill" "lt_ill" "lt_ill" "lt_ill" ... - $ mean : num 0.0299 -0.1127 0.0514 -0.1407 -0.2808 ... - $ median : num 0.0298 -0.1175 0.0525 -0.1394 -0.2807 ... - $ sd : num 0.0499 0.0749 0.0846 0.0375 0.0377 ... + $ mean : num 0.0272 -0.1049 0.0525 -0.1432 -0.2837 ... + $ median : num 0.0276 -0.1081 0.0484 -0.1426 -0.283 ... + $ sd : num 0.046 0.0737 0.0793 0.041 0.0397 ... 
# merge data
 msoa_shp <- merge(x = msoa_shp, y = re_msoa_m6, by.x = "MSOA_CD", by.y = "groupID")
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