yanshil/stat628_gm3

Body Fat - Rule of Thumb

Description

This repo is for course project of STAT 628 (Spring 2018, University of Wisconsin-Madiosn).

The goal is to get a Rule of Thumb to estimate body fat from commonly available measurements like weight, height and age.

• ./code/: All related code for analysis
  • 1_Explaratory_Cleaning.R
  • 2_variable_selection.R
  • 3_finalmodel_diagnosis.R
  • 4_bodyfat_plot.R
• ./data/
  • BodyFat.csv
  • CleanedBodyFat.csv
• ./image/: The generated figures. Including explaratory analysis and result visualization
  • The numbers before graphs are corresponding to the code generated them. e.g. ./image/1.check42.png is generated from ./code/1_Explaratory_Cleaning.R
• ./ExecutiveSummary: With aJupyter Notebook Executive Summary and the Slides for presentation.

Reproducible Requirements

All code use is included in the code folder. The following packages are needed to be installed to run the code.

car
corrplot
tidyverse
ggplot2