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SAS | Chapter Title | |

Chapter 1 | Chap 1 | Linear Regression with One Independent Variable |

Chapter 2 | Chap 2 | Inferences in Regression Analysis |

Chapter 3 | Chap 3 | Diagnostic and Remedial Measures |

Chapter 4 | Chap 4 | Simultaneous Inferences and Other Topics in Regression Analysis |

Chapter 5 | Matrix Approach to Simple Linear Regression Analysis | |

Chapter 6 | Chap 6 | Multiple Regression I |

Chapter 7 | Chap 7 | Multiple Regression II |

Chapter 8 | Chap 8 | Building the Regression Model I: Selection of Predictor Variables |

Chapter 9 | Chap 9 | Building the Regression Model II: Diagnostics |

Chapter 10 | Chap 10 | Building the Regression Model III: Remedial Measures and Validation |

Chapter 11 | Chap 11 | Qualitative Predictor Variables |

Chapter 12 | Autocorrelation in Time Series Data | |

Chapter 13 | Chap 13 | Introduction to Nonlinear Regression |

Chapter 14 | Chap 14 | Logistic Regression, Poisson Regression, and Generalized Linear Models |

Chapter 15 | Normal Correlation Models | |

Chapter 16 | Chap 16 | Analysis of Variance |

Chapter 17 | Chap 17 | Analysis of Factor-Level Effects |

Chapter 18 | Chap 18 | ANOVA Diagnostics and Remedial Measures |

Chapter 19 | Chap 19 | Two-Factor Analysis of Variance-Equal Sample Sizes |

Chapter 20 | Chap 20 | Analysis of Factor Effects in Two-Factor Studies-Equal Sample Sizes |

Chapter 21 | Chap 21 | Two-Factor Studies-One Case per Treatment |

Chapter 22 | Chap 22 | Two Factor Studies-Unequal Sample Sizes and Unequal Treatment Importance |

Chapter 23 | Chap 23 | Multi-Factor Studies |

Chapter 24 | Chap 24 | Random and Mixed-Effect Models |

Chapter 25 | Chap 25 | Analysis of Covariance |

Chapter 26 | Design of Experiments, Randomization, and Sample Size Planning | |

Chapter 27 | Chap 27 | Randomized Block Designs |

Chapter 28 | Chap 28 | Nested Designs, Subsampling, and Partially Nested Designs |

Chapter 29 | Chap 29 | Repeated Measure Designs |

Chapter 30 | Latin Square and Related Designs | |

Chapter 31 | Explanatory Experiments–Two-level Factorial and Fractional Factorial Designs | |

Chapter 32 | Response Surface Methodology |