lab files for the Pluralsight course Building, Training, and Validating Models in Microsoft Azure

This repo is for the Pluralsight - UPS | Power BI Workshop

InferenceusingModernNonlinearRegressionMethods.CaseStudy

We provide an empirical example of using partialling-out with Lasso to estimate the regression coefficient —1 in the high-dimensional linear regressionmodel

Here we ask and answer the followingquestion: What is the difference in predicted wages between men and women with the same job-relevantcharacteristics?

I examine a real example, where we will predict workers’ wages using a linear combination of workers’ characteristics, and we will assess the predictive performance of our prediction rules using th…