User:WatsonLin/Books/Regression
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Regression[edit]
Regression[edit]
- 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