README.md

In shiandy/methods1proj: Methods 1 Project, Fall 2016

Methods I Project: Inference in Linear Regression After Variable Selection

Methods I Project, Fall 2016

Author: Andy Shi

Description

This is my final project for Harvard Biostatistics Methods I (BIOS 232) class. I used simulation in R to investigate the implications of variable selection on inference in a linear regression setting. This code contains an R package to run the simulations, as well as code to generate the figures and the text of the report.

Installation

If you'd like to test out the package, you can install it easily using devtools:

install.packages("devtools") # if necessary
devtools::install_github("shiandy/methods1proj")

Report

A pdf copy of the report can be found here:

https://www.dropbox.com/s/pb2w2v1bpvkw7g2/report.pdf?dl=0

The text and code to run the report can be found in the report directory.

A pdf copy of a presentation for this project can be found here:

https://www.dropbox.com/s/43fek71u7gvzfe6/presentation.pdf?dl=0

License

This code is licenced under the MIT License. See LICENSE for more details.

shiandy/methods1proj documentation built on Dec. 31, 2020, 5:15 a.m.