Linear-regression : study cases
Published:
- In this repository we are focusing on using linear regression models , So basically i am showing :
- How to assess a linear regression model fit .
- How to deal with parallel slopes .
- How to use hot-encoding to represent categorical data .
- How to use mixed models
- How to interpret coefficients , and where or not include constant term and how to do it .
- Best practices to create train test datasets and models using pandas and ols from statsmodel.
- How to use diagnosis plots for linear regression like R programming .
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