Note: 1. MicroBayes calls the C codes implementing Adaptive Metropolis Rejection Sampling (ARMS) algorithm by Wally Gilks (see ARMS on , and download the C codes (only the file arms.c is needed) from . 2. You need modify the file arms.c before using it: a. Replace “ninit” with 10 (or any specific number) in line 113 as the function arms_simple is not called; b. Delete line 48, i.e., “#define RAND_MAX 2147483647 /* ... */”; 3. Run "MakeCFiles" in MatLab to compile all the .c files before run "MicroBayes(myconfig)"; 4. Follow "ExMicroBayes.m" to set up your codes for calling "MicroBayes".