Data & Code Snippets

Data sets

• Human brain mapping: The data set contains estimated activation (beta) at a given voxel indicated in terms of row and column.
• Forest health: Data set, boundary file and graph file. The graph file contains the neighborhood structure obtained from treating all observation plots within 1.8km as neighbors. The boundary file is only for visualization purposes.
• Disease mapping: Oral cavity cancer data, boundary file and graph file for the districts in Germany.
• Leukemia survival in Northwest England: Data, boundary file and graph file.
• Childhood mortality in Nigeria: Continuous time data, discrete time data, boundary file and graph file .
• Childhood malnutrition in India: The data set IAKR42FL.dta can be downloaded from http://www.measuredhs.com/ for research purposes (after registration). Pre-processing of the data can be done with the following R code. Boundary file
• Rainfall in Switzerland: Data and borders.
• Temperature reconstruction: Data.
• Human sleep data: Continuous time data.
• Credit scoring: Expert model, full model (original data source).

BayesX

The following code snippets mostly contain code for the Bayesian software BayesX.

Selected code snippets

• Human brain mapping: BayesX code for the analyses in Chapter 5.
• Brand choice: BayesX code for the analyses in Chapter 2.
• Coronary artery bypass graft: BayesX code for the analyses in Chapter 6.
• Credit scoring: BayesX code for the analyses in Chapter 4.
• Disease Mapping: BayesX code for the analyses in Chapter 5.
• Forest Health: BayesX code for the analyses in Chapter 2, Chapter 3, Chapter 4, Chapter 5.
• Habitat selection: BayesX code for the analyses in Chapter 3.
• Human sleep: BayesX code for the analyses in Chapter 6.
• Childhood malnutrition in India: : BayesX code for the analyses in Chapter 5.
• Leukemia survival: BayesX code for the analyses in Chapter 6.
• Childhood mortality: BayesX code for the analyses in Chapter 6.
• Nosocomial infections: BayesX code for the analyses in Chapter 6.
• Rainfall in Switzerland: R code for the analyses in Chapter 5.
• Temperature reconstruction: BayesX code for the analyses in Chapter 2.