### Category: Regression Analysis

## Python: Least Angle Regression (LAR)

## Python: Stochastic Gradient Descent (SGD) Regression

## Python: Symbolic Regression

Here is some video commentary on the code, the code itself is below the video:

## Non-Negative Least Squares Regression

Here is some video commentary on the code, the code itself is below the video:

## Py: ElasticNet – Boston House Prices

## Py: Lasso – Boston House Prices

## Py: Ridge – Boston House Prices

## Py: OLS – Boston House Prices

## R: Stepwise Regression

We explore stepwise regression in an earlier post titled R: Basic Regression. You can access that post and navigate to “Variable Selection” towards the bottom of the post.