Lecture42 Data2decision Multiple Regression

Summary

Multicollinearity and its effects on Using sequence plots, lag plots, and a Runs test to look for systematic variation of residuals from a linear Building models with automated search (full, forward stepwise, and backward stepwise Indicator variables; non-linear Comparing space-filling, quadratic, and dumbbell designs for simple linear What causes heterscedasticity and how it affects linear Goodness of fit, coefficient of determination (R-squared), overall Bayes' Theorem and example, prior distribution, posterior distribution, Bayesian