# Biostatistics with R/Multiple Regression and Correlation

Jump to navigation
Jump to search

## Summary of Formulars with R[edit]

Formular Number | Name | Formular | Formular with R |
---|---|---|---|

10.2.1 | Representation of the multiple linear regression equation | Example | Example |

10.2.2 | Representation of the multiple linear regression equation with two independent variables | Example | Example |

10.2.3 | Random deviation of a point from a plane when there are two independent variables | Example | Example |

10.3.1 | Sum-of-squared residuals | Example | Example |

10.4.1 | Sum-of-squares equation | Example | Example |

10.4.2 | Coefficient of multiple determination | Example | Example |

10.4.3 | t statistic for testing hypotheses about b i | Example | Example |

10.5.1 | Estimation equation for multiple linear regression | Example | Example |

10.5.2 | Confidence interval for the mean of Y for a given X | Example | Example |

10.5.3 | Prediction interval for Y for a given X | Example | Example |

10.6.1 | Multiple correlation model | Example | Example |

10.6.2 | Multiple correlation coefficient | Example | Example |

10.6.3 | F statistic for testing the multiple correlation coefficient | Example | Example |

10.6.4–10.6.6 | Partial correlation between two variables (1 and 2) after controlling for a third (3) | Example | Example |

10.6.7 | t statistic for testing hypotheses about partial correlation coefficients | Example | Example |

Symbol Key |