Description: This directory contains MATLAB codes for Examples 12.5, 12.12, 12.13, 12.15, 12.19 and 12.20.
                      It also contains the synthetic data for Exercises 12.9 and 12.10.

Example 12.5: This requires the synthetic data SIR2_integer.txt. It also requires kde.m, which can be downloaded from MATLAB Central.
	Example12_5.m , SIR_fun2.m , SIR_rhs2.m
         
Example 12.12: This requires the synthetic data spring_data.txt. It also requires kde.m, which can be downloaded from MATLAB Central.
	Example12_12.m , spring_function_2params.m

Example 12.13:  This requires the synthetic data SIR2_integer.txt. It also requires kde.m, which can be downloaded from MATLAB Central.
	Example12_13.m , SIR_fun2.m , SIR_rhs2.m

Example 12.15: This code requires kde.m and histnorm.m, which can be downloaded from MATLAB Central.
	Example12_15_linear.m , Example12_15_nonlin.m , id1ss.m , id2ss.m

Example 12.20: This code requires kde.m, which can be downloaded from MATLAB Central.  The DRAM code can be downloaded from the website DRAM.
The code uses the data final_al_data.txt
	Example12_20.m , heat_code_mcmc.m , heatss.m

Example 12.21: This code requires kde.m, which can be downloaded from MATLAB Central. The DRAM code can be downloaded from the website DRAM. 
The code uses the synthetic data hiv_data.mat
	Example12_21.m , hiv_fun.m , hiv_rhs_dram.m , hivss.m
Exercise 12.9: This requires the synthetic data SIR_integer.txt
Exercise 12.10: This requires the synthetic data Helmholtz.txt