AP_test

This is the GitHub Repo for Allocation Probability Test application on TS-PostDiff

          #each time batch size is "crossed", m == 0, rbeta parameters are
    #updated to include most current success/failure counts, post prob
  #when m != 0, we stick with info from previous batch, older post prob
#why rbeta? most suitable for binary reward system such as TSPDD


          #same TS updating process done here again but on a more local level, 
    #if the effect size is better than the threshold, it shows we are 
  #willing to go back to exploiting again, when effect size is smaller, 
#we are open to doing more exploration with UR