## Permutation Statistical Methods: An Integrated ApproachThis research monograph provides a synthesis of a number of statistical tests and measures, which, at first consideration, appear disjoint and unrelated. Numerous comparisons of permutation and classical statistical methods are presented, and the two methods are compared via probability values and, where appropriate, measures of effect size. Permutation statistical methods, compared to classical statistical methods, do not rely on theoretical distributions, avoid the usual assumptions of normality and homogeneity of variance, and depend only on the data at hand. This text takes a unique approach to explaining statistics by integrating a large variety of statistical methods, and establishing the rigor of a topic that to many may seem to be a nascent field in statistics. This topic is new in that it took modern computing power to make permutation methods available to people working in the mainstream of research. lly-informed="" audience,="" and="" can="" also="" easily="" serve="" as="" textbook="" in="" graduate="" course="" departments="" such="" statistics,="" psychology,="" or="" biology.="" particular,="" the="" audience="" for="" book="" is="" teachers="" of="" practicing="" statisticians,="" applied="" quantitative="" students="" fields="" medical="" research,="" epidemiology,="" public="" health,="" biology. |

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### Contents

1 | |

29 | |

Interval Data | 56 |

4 Regression Analysis of Interval Data | 115 |

Ordinal Data I | 216 |

Ordinal Data II | 315 |

Nominal Data | 367 |

8 Randomized Block Data | 420 |

Interval Data | 445 |

Ordinal Data | 473 |

Nominal Data | 543 |

Epilogue | 585 |

References | 590 |

607 | |

613 | |

### Other editions - View all

Permutation Statistical Methods: An Integrated Approach Kenneth J Berry,Paul W Mielke Jr,Janis E Johnston No preview available - 2018 |

Permutation Statistical Methods: An Integrated Approach Kenneth J. Berry,Paul W. Mielke, Jr.,Janis E. Johnston No preview available - 2016 |