## Statistics in Environmental SciencesStatistical tools are indispensable for the environmental sciences. They have become an integral part of the scientific process, from the development of the sampling plan to the obtainment of results. |

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### Contents

Working with the R Software | 1 |

Fundamental Concepts in Statistics | 31 |

Developing a Sampling or Experimental Plan | 51 |

Principle of a Statistical Test | 73 |

Key Choices in Statistical Tests | 95 |

Comparison Tests of Unilateral | 115 |

Classical and Generalized Linear Models | 155 |

Nonparametric Alternatives to Linear Models | 253 |

Conclusion | 273 |