Course TopicsIn this short course we will cover how to analyze simple and multiple linear regression models. You will learn concepts in linear regression such as:1) How to use the F-test to determine ...

The simplest form of regression in Python is, well, simple linear regression. With simple linear regression, you're trying to ...

You will learn the assumptions underlying regression analysis, how to interpret regression coefficients, and how to use regression diagnostic plots and other tools to evaluate the quality of your ...

Model Building: Develop the skills to build and fit regression models using statistical software, including the interpretation of coefficients and other key metrics.

If so, a regression coefficient estimates the amount by which the mean response changes when the regressor is changed by one unit while all the other regressors are unchanged. However, if the model ...