What did I do this week?
After a discussion with the mentors we decided on testing the implementation of local scoring algorithm for the Binomial MGWR model. After an adjustment to the parameters, the results from the model were as expected. I implemented a Monte Carlo experiment to check for the bandwidth and parameter behavior and the results look very close to expectation. The implementation was decided to be kept internal until further checks were performed and the implementation was theoretically checked and confirmed.
What is coming up next?
In the coming week I will work on compiling all the results and work for the Poisson and Binomial models to complete its implementation in the MGWR pysal package.
Did I get stuck anywhere?
No major issues were encountered this week.
Looking forward to the progress update next week!