From db3b564d7bbdc83da84cb2ed070ccbebc1f3efcd Mon Sep 17 00:00:00 2001 From: Jim Thorson Date: Thu, 5 Apr 2018 08:50:55 -0700 Subject: [PATCH] small changes to Week 2 lab --- .../Lab 2/Introduction to GLMMs.R | 2 +- .../Lab 2/Lab 2 -- Mixed-effects models.pdf | Bin 639475 -> 628212 bytes .../Lab 2/Lab 2 -- Mixed-effects models.pptx | Bin 967325 -> 1031445 bytes .../Lab 2/Laplace_approximation_example.R | 24 ++++++++++++++++++ .../Lab 2/Laplace_example.png | Bin 0 -> 44156 bytes .../Lecture 2 -- Mixed-effects models.pptx | Bin 694356 -> 699304 bytes 6 files changed, 25 insertions(+), 1 deletion(-) create mode 100644 Week 2 -- mixed-effects/Lab 2/Laplace_approximation_example.R create mode 100644 Week 2 -- mixed-effects/Lab 2/Laplace_example.png diff --git a/Week 2 -- mixed-effects/Lab 2/Introduction to GLMMs.R b/Week 2 -- mixed-effects/Lab 2/Introduction to GLMMs.R index 3e19f0d..16f21b8 100644 --- a/Week 2 -- mixed-effects/Lab 2/Introduction to GLMMs.R +++ b/Week 2 -- mixed-effects/Lab 2/Introduction to GLMMs.R @@ -2,7 +2,7 @@ setwd( "C:/Users/James.Thorson/Desktop/Project_git/2018_FSH556/Week 2 -- mixed-effects/Lab 2" ) Use_REML = TRUE -devtools::install_github("kaskr/TMB_contrib_R/TMBhelper") +#devtools::install_github("kaskr/TMB_contrib_R/TMBhelper") ############ # Generalized linear mixed model diff --git a/Week 2 -- mixed-effects/Lab 2/Lab 2 -- Mixed-effects models.pdf b/Week 2 -- mixed-effects/Lab 2/Lab 2 -- Mixed-effects models.pdf index 386e9b11aaa5b5868e665f8b60b5e6498cb818b3..fb156d78f331be30eba1ecb4fd95ef926f94defb 100644 GIT binary patch delta 401245 zcmb@ubx>Z-x;^;f79h9;4ess^A-KCsaCe6dAwYoO5ZoOCBsjq>AwYmYu;8vQ?mC-% z=bkh7{_a%GRLx&av3qwv&w8YLtxa(nN_SRC8?OPwnV=~H!7RzPN7c0&HH!Y zVgF~~{Ab|)JMeP+GjJt53fIZO6v4r9aB?Lb!5@GlN74$yDmZc{eM3A0N1nQNBtca0 z2Z5v;tSfNjOFGAnfaBm|PXchd!I8603Re^c{DC9s9bN!9awWmxH-aNiT^qj0(*y3h zI|9xZFdRuR_&7MmUfB+EYmi5k6b@D%(ipUP6?O^|qAf!S3I=??oyumhL_8 zMG|9*v87A^?oy}87nNIwFykK9wxYv)hARPYp0gj>@rScatGlKA#qjth?Y>uC8e%e^ 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DF = c(4,8,16,32)[i] + Y1 = dchisq( X, df=DF ) + Y2 = dnorm( X, mean=DF-2, sd=sqrt(2*(DF-2)) ) + Y2 = Y2/max(Y2)*max(Y1) + matplot( x=X, y=cbind(Y1,Y2), type="l", lwd=2, col=c("black","red"), ylim=c(0,max(c(Y1,Y2))*1.2), xlab="", ylab="", main=paste("Degrees of freedom = ",DF) ) + abline( v=1, lty="dotted" ) + Integral1 = sum(Y1) * mean(diff(X)) + Integral2 = sum(Y2) * mean(diff(X)) + legend( "topleft", col="black", legend=paste0("Integral= ",formatC(Integral1,format="f",digits=3)), bty="n" ) + legend( "topright", col="red", legend=paste0("Approximation= ",formatC(Integral1,format="f",digits=3)), bty="n" ) + mtext( side=1:2, text=c("Value","Density"), outer=TRUE, cex=1.5 ) + } +dev.off() + diff --git a/Week 2 -- mixed-effects/Lab 2/Laplace_example.png b/Week 2 -- mixed-effects/Lab 2/Laplace_example.png new file mode 100644 index 0000000000000000000000000000000000000000..66e0bef23c00dde9475f6d4d9f08c551e093ea26 GIT binary patch literal 44156 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