User:WatsonLin/Books/Regression

Regression

 * Regression analysis
 * Linear regression


 * Inference for regression models
 * F-test
 * Student's t-test
 * Lack-of-fit sum of squares
 * Confidence and prediction bands
 * Coefficient of determination
 * Multiple correlation


 * Challenges to regression modeling
 * Autocorrelation
 * Cointegration
 * Multicollinearity
 * Homoscedasticity
 * Goodness of fit
 * Normality test
 * Outlier


 * Diagnostics for regression models
 * Regression model validation


 * Others
 * Regression toward the mean
 * Regression dilution