---
title: "STAC32: Applications of Statistical Methods"
author: "Lecture notes"
header-includes:
   - \usepackage{multicol}
output: 
  beamer_presentation:
    latex_engine: lualatex
    slide_level: 2
    df_print: kable
    theme: "AnnArbor"
    colortheme: "dove"
---



```{r child="preliminaries.Rmd", echo=F}
```

# Course outline 

```{r, child="outline_c32.Rmd"}
```


# Running R

```{r child="running_R.Rmd"}
```

# Reading in data

```{r child="readfile_R.Rmd"}
```

# Making graphs

```{r, child="graphs_R.Rmd"}
```

# Numerical summaries: more detailed

```{r, child="numsum_R.Rmd"}
```

# Statistical Inference part 1

```{r, child="inference_1_R.Rmd"}
```

# The Bootstrap

```{r, child="bootstrap_R.Rmd"}
```

# Inference part 2

```{r, child="inference_2_R.Rmd"}
```

# Inference part 3

```{r, child="inference_3_R.Rmd"}
```

# Inference part 4

```{r, child="inference_4_R.Rmd"}
```

# Inference part 5

```{r, child="inference_5_R.Rmd"}
```


# Writing reports

```{r, child="reports_R.Rmd"}
```


# Tidying and organizing data

```{r, child="tidying_R.Rmd"}
```

# Case study 1: the windmill data

```{r, child="windmill.Rmd"}
```


# Case study 3: Asphalt

```{r, child="asphalt.Rmd"}
```



# Regression with categorical variables

```{r, child="with_categ_R.Rmd"}
```

# Functions

```{r, child="functions.Rmd"}
```

# Dates and times

```{r, child="dates_and_times.Rmd"}
```

# Miscellanea

```{r, child="miscellanea.Rmd"}
```



# the end of the notes