cm007.Rmd

---
title: "Model building"
output: html_document
---

```{r setup, include=FALSE}
knitr::opts_chunk$set(cache=TRUE)
```

# cm007 - October 17, 2016

## Overview

* Define a statistical model
* Review the major families of models
* Demonstrate how to estimate models in R
* Demonstrate how to extract model statistics using [`broom`](https://cran.r-project.org/web/packages/broom/index.html) and [`modelr`](https://github.com/hadley/modelr)

## Slides and links

* [Slides](extras/cm007_slides.html)
* [Vignette on `broom`](https://cran.r-project.org/web/packages/broom/vignettes/broom.html)
* [Examples of estimating common statistical models in R](http://www.ats.ucla.edu/stat/dae/)
* [Example of model building using `scorecard`](extras/cm007_scorecard_tutorial.html)

## To do for Wednesday

* [Continue homework 3](hw03-programming.html)
* Chapters 26-30 in [R for Data Science](http://r4ds.had.co.nz)
* [Submit your final project proposal](https://docs.google.com/forms/d/e/1FAIpQLSddYTxsCLZyunFIZGG33Pt1hW8M5CwPa8uMMIxJsHU-CuR91w/viewform) if you haven't already!