As a supplement to the index, we provide a list of statistical concepts and procedures and the chapters in which they are covered.

Method |
Chapter |
---|---|

Analysis of variance | 8 |

Bayesian statistics | 2 |

Bootstrap | 4, 5 |

Chi-square test | 2 |

Clustering | 4, 5 |

Correspondence Analysis | 9 |

Data Transformations | 4, 8 |

Diffusion Map models | 9 |

Distances | 4, 9 |

Exploratory Data Analysis (EDA) | 3 |

Fisherâ€™s Exact test | 10 |

False Discovery Rate (FDR) | 6 |

Goodness of fit | 2 |

Generalized Linear Models | 8 |

Hypergeometric Test | 10 |

Hypothesis Testing | 1, 6 |

Markov Chains | 2, 10 |

Maximum Likelihood | 2 |

Multidimensional Scaling (MDS) | 9 |

Multiple hypothesis testing | 6 |

Multivariate Regression | 8, 9, 12 |

Ordination and gradient detection | 9 |

P-value | 1 |

Permutation tests | 10 |

Phylogenetics | 10 |

Power calculations | 13 |

Principal Components (PCA) | 7 |

Principal Coordinates Analysis (PCoA) | 9 |

Regression | 7, 8 |

Robust methods | 12 |

Spatial statistics | 11 |

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