Frequently Asked Questions¶
We will continue to update this list to address the more common questions.
I've receive the following error message, what should I do?
GLM model did not converge! Please send me the DEBUG files
This error message means that the logistic regression model cannot converge. This is usually caused by small sample size or caused by problem in the input file.
You should first check the DEBUG file and see if that contains any NaN or Inf. These will likely be caused by un-quality controlled input, which can contain complete missingness. If that isn't the case, then you can load the DEBUG and DEBUG.y file into R and see if you can perform the logistic regression on the data (DEBUG.y is the y, whereas DEBUG contains the independent variables, including the intercept).