Open sedavid01 opened 9 months ago
Here is the script I wrote to test the get_AUC function and compare it to the AUC function I had previously used with invitrodb v3.5 data. The script is located in the Teams folder under files/Scripts "Testing_get_AUC_function_tcplfit2_05Oct2023_pass.R" or here.
Attaching a pdf of codes used to compare results of the 'get_AUC' function with results of previous function from Kelly. Shows how to get the same results by using log transformation. AUC-Compare Resuls.pdf
Goal: Analyze why we are getting different values with the get_AUC function from what Kelly previously estimated. (A) How frequently do we end up with dissimilar AUC estimates (B) Identify potential differences between Kelly's approach and ours and (C) Determine if there is a bug that needs to be fixed and/or path forward.