Data sets and associated software programs for Hierarchical Modeling and Analysis for Spatial Data (ISBN: 1-58488-410-X), by S. Banerjee, B.P. Carlin and A.E. Gelfand, Boca Raton, FL: Chapman and Hall/CRC Press, 2004.

Here are electronic versions of the most of the data sets, and their page number(s) in the book -- help yourself!

scallops.txt (pp. 52-65)
myscallops.txt
book.R (the R commands in the book, updated for R 1.8)
booknew.R (the R commands in the book, updated for R 2.0)
ImageContour.R
ScallopsVariograms.R

newdata.txt (page 58)

coal.ash.txt (page 67)

state-sat.dat (page 72)
contig-lower48.dat
gstatessub.shp, the ArcView shape file for the lower 48 US states

Neighbors.txt (page 89)
Adjacency.txt (page 89)
MinnesotaChoropleth.R

Columbus.dat (page 96)

kieger.dat (book format) (page 126)
kieger.dat (WinBUGS format)

direct.bug (WinBUGS 1.4 code for direct fitting of an exponential H matrix) (pages 124, 127)
direct.bigdat ("Big" (N=100) data set for direct exponential kriging) (page 127)

SpatialPredictions.odc (WinBUGS code and data) (page 134)
NuggetPredictions.odc (WinBUGS code and data) (page 135)

BatonRougebinary.bug, the full WinBUGS code for the binary kriging example (page 149)

Lipsbrad.odc, the full WinBUGS code for the Scottish lip cancer example (page 167)

Lithology.dat (page 170)

BatonRouge.dat (page 171)

coloreccols.dat, the colorectal late detection data in standard column format (page 173)
colorecbugs.dat, the colorectal late detection data and screening covariate data in WinBUGS format
poly.S, the S routine that extracts the county polygons for any state in the US

[On a closely related point, you may also wish to see Ms. Yue Cui's page on getting boundaries from ArcView (Version 8.x or lower) into WinBUGS , so that the latter can build the adjacency matrix and enable MCMC sampling and posterior mapping over any set of regional boundaries (not just counties) available in ArcView!]

myscallops.dat (page 212)
ScallopsRectangle.dat

tompkins.dat (page 214)

ColoradoLMC.dat (page 253)
ColoradoLMC4a.bug
ColoradoLMC4b.bug

ColoradoS-T.dat (page 298)
ColoradoS-T1.bug
ColoradoS-T2.bug

ohio.dat (raw data) (page 299)
ohio_adj.dat (adjacency matrix)
ohio_coord.dat (centroid coordinates)
CANDAT.gz (gzipped file of the full Ohio cancer mortality data, by age bracket)
CANDAT.readme (a readme file identifying the columns of CANDAT)

MAC.dat (page 339)
MACfrailty.odc (page 340)
MACspatialfrailty.odc (page 341)

smoking.dat (page 340)


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