Plots and diagnostic statistics

LinearModel | Linear regression model class |

fitlm | Create linear regression model |

stepwiselm | Create linear regression model using stepwise regression |

anova | Analysis of variance for linear model |

coefCI | Confidence intervals of coefficient estimates of linear model |

coefTest | Linear hypothesis test on linear regression model coefficients |

dwtest | Durbin-Watson test of linear model |

plot | Scatter plot or added variable plot of linear model |

plotAdded | Added variable plot or leverage plot for linear model |

plotAdjustedResponse | Adjusted response plot for linear regression model |

plotDiagnostics | Plot diagnostics of linear regression model |

plotEffects | Plot main effects of each predictor in linear regression model |

plotInteraction | Plot interaction effects of two predictors in linear regression model |

plotResiduals | Plot residuals of linear regression model |

plotSlice | Plot of slices through fitted linear regression surface |

Was this topic helpful?