**Description: **This directory contains the Examples 8.12 and 8.13 and the data file for Problem 8.6.

**Data Files: **The DRAM code can be downloaded from the websites https://wiki.helsinki.fi/display/inverse/Adaptive+MCMC

or

http://helios.fmi.fi/~lainema/mcmc/

Data Files:

hiv_data.mat

final_al_data.txt

Example 8.2: This can be run with the file spring_mcmc_C.m listed under Example 8.7.

Example 8.7: These codes** **require kde.m, which can be downloaded from MATLAB Central.

spring_mcmc_C.m

spring_mcmc_C_K_sigma.m

**Example 8.12 (Heat Model): **These codes require kde.m, which can be downloaded from MATLAB Central.

** **heat_code_mcmc.m

heat_code_dram.m

heatss.m

final_al_data.txt

**Example 8****.13**