2018 Bayesian Small Area Estimation using Complex Data
Instructors:
Sam Clark
Zehang Richard Li
Jon Wakefield
Lecture Material
DAY 1
Introduction Lecture:
pdf here
Lecture 1:
pdf here
Lecture 2:
pdf here
Lecture 2:
R script here
Lecture 3A:
here
Lecture 3B:
pdf here
Lecture 3B:
R script here
Lecture 4A:
pdf here
Lecture 4B:
pdf here
Lecture 4B:
R script here
DAY 2
Lecture 5A:
pdf here
Lecture 5B:
pdf here
Lecture 5B:
R script here
Lecture 6A:
pdf here
Lecture 6B:
pdf here
Lecture 6B:
R script here
Lecture 7A:
pdf here
Lecture 7B:
pdf here
Lecture 7B:
R script here
Lecture 8A:
pdf here
Lecture 8B:
pdf here
Lecture 8B:
R script here
Lecture 9 (Additional R Material on Continuous Spatial Model):
pdf here
Lecture 9:
R script here
Lecture 9:
Make_Figures.R script here
Lecture 9:
continuous_functions.R script here
Lecture 9:
plotFuns.R script here
Datasets
simKing.rda here
ct0913all.dta here
HRA_2010Block_Clip.dbf here
HRA_2010Block_Clip.shx here
HRA_2010Block_Clip.shp here
Resources
Hills, Plummer and Carstensen (2006) R Intro:
here
Useful Links
Instructors U5MR Website
including link to SUMMER package
Spatial R Packages
Spatial Task View: Analysis of Spatial Data
INLA Homepage:
here
Daniel Simpson's INLA Spatial Course
R-INLA:
here
Spatial:
here
LGCPs:
here
Grouped Models:
here
SPDEs:
here
Useful Links
Spatial R Packages
Spatial Task View: Analysis of Spatial Data