Variable Selection for Regression

Closed - This job posting has been filled.

Job Description

I have a GUI written in for data analysis. It takes a csv file as its input. The file has columns of data. Then, the user can describe which columns they would like to be the inputs and which columns they would like to be the outputs. The tool includes neural networks for prediction or whatever.

I want to add some variable selection tools to the GUI, like the LASSO, AIC and BIC criteria, stepwise selection, etc. At least one of these methods has to be implemented. I have an R code that shows what I like to be done.

This job is a light programming project, because it does not need writing the GUI either. The data part has already been implemented.

I think 10 days to two weeks is a very reasonable time for completing this project.

The programmer needs to interact with me so that we make sure a presentable result is handed. There might be very slight changes needed to be done after I receive the final tool.