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Partial residual plot in linear regression - nonlinearity
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An assumption in linear regression is that Y is linear in the Xs. The partial residual (components plus residual) plot picks up a certain form of nonlinearity between Y and X.
0:00 Introduction - linearity assumption in regression
0:43 Partial residual plot
1:05 Typo: should be "+" before beta_p in the model
1:35 Example 1
2:25 Example 2: Leakage effect in partial residual plots
3:44 Summary and references
REFERENCES
Fox (2015). Applied Regression Analysis and Generalized Linear
0:00 Introduction - linearity assumption in regression
0:43 Partial residual plot
1:05 Typo: should be "+" before beta_p in the model
1:35 Example 1
2:25 Example 2: Leakage effect in partial residual plots
3:44 Summary and references
REFERENCES
Fox (2015). Applied Regression Analysis and Generalized Linear
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