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 analysis1_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
- The numbers before graphs are corresponding to the code generated them. e.g.
./ExecutiveSummary
: With aJupyter Notebook Executive Summary and the Slides for presentation.
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