Below are slides (.pdf) and R code (.R).

## Chapter slide set files

If the files are ever not available here,
you can find them
here.

### Probability

Topic |
slides |
code |

Probability |
pdf |
R |

Discrete distributions |
pdf |
R |

Continuous distributions |
pdf |
R |

Central limit theorem |
pdf |
R |

Multiple random variables |
pdf |
R |

### Inference

Topic |
slides |
code |
data |

Statistics |
pdf |
R |
— |

Likelihood |
pdf |
R |
— |

Bayesian statistics |
pdf |
R |
— |

Normal model |
pdf |
R |
yield.csv |

Confidence intervals |
pdf |
R |
— |

P values |
pdf |
R |
— |

Posterior model probability |
pdf |
R |
— |

Comparing probabilities |
pdf |
R |
— |

Comparing means |
pdf |
R |
— |

Multiple comparisons |
pdf |
R |
— |

### Regression

Topic |
slides |
code |

Simple linear regression |
pdf |
R |

Regression diagnostics |
pdf |
R |

Using logarithms in regression |
pdf |
R |

Categorical explanatory variables |
pdf |
R |

Multiple regression |
pdf |
R |

ANOVA and F-tests |
pdf |
R |

Contrasts |
pdf |
R |

Experimental design |
pdf |
R |

Two-way ANOVA |
pdf |
R |

### Supplementary materials

Topic |
slides |
code |

Logistic regression |
pdf |
R |

Poisson regression |
pdf |
R |

Random effects |
pdf |
R |

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### Supplementary topics