The demo creates and trains a linear regression with two-way interactions model, evaluates the model accuracy on the training and test data, and then uses the model to predict the target y value for ...

Specialization: Statistical Modeling for Data Science Applications Instructor: Brian Zaharatos, Director, Professional Master’s Degree in Applied Mathematics Prior knowledge needed: Basic calculus ...

Trends indicate that the regression may be nonlinear and that terms such as polynomials (e.g., Σγ j X 2 j) may be required in the model for more accurate prediction; residuals will still have an ...