GitHub - lmyint/253_spring_2021: Course manual for STAT 253 at Macalester College (Spring 2021)

lmyint / 253_spring_2021 Public

Course manual for STAT 253 at Macalester College (Spring 2021)

lmyint.github.io/253_spring_2021/

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Name		Name	Last commit message	Last commit date
Latest commit History 37 Commits
docs		docs
images		images
template_rmds		template_rmds
.gitignore		.gitignore
01-introductions.Rmd		01-introductions.Rmd
02-evaluating-regression.Rmd		02-evaluating-regression.Rmd
03-overfitting-cv.Rmd		03-overfitting-cv.Rmd
04-subset-selection.Rmd		04-subset-selection.Rmd
05-lasso-shrinkage.Rmd		05-lasso-shrinkage.Rmd
06-knn-bvt.Rmd		06-knn-bvt.Rmd
07-splines.Rmd		07-splines.Rmd
08-loess-gams.Rmd		08-loess-gams.Rmd
09-logistic-regression.Rmd		09-logistic-regression.Rmd
10-evaluating-classification.Rmd		10-evaluating-classification.Rmd
11-trees-part1.Rmd		11-trees-part1.Rmd
12-trees-part2.Rmd		12-trees-part2.Rmd
13-bagging-rf.Rmd		13-bagging-rf.Rmd
14-kmeans.Rmd		14-kmeans.Rmd
15-hclust.Rmd		15-hclust.Rmd
16-pca.Rmd		16-pca.Rmd
_bookdown.yml		_bookdown.yml
_build.sh		_build.sh
_output.yml		_output.yml
custom_styles.css		custom_styles.css
hw1.Rmd		hw1.Rmd
hw2.Rmd		hw2.Rmd
hw3.Rmd		hw3.Rmd
hw4.Rmd		hw4.Rmd
hw5.Rmd		hw5.Rmd
index.Rmd		index.Rmd
learning_objectives.Rmd		learning_objectives.Rmd
project.Rmd		project.Rmd
r_resources.Rmd		r_resources.Rmd
r_rstudio.Rmd		r_rstudio.Rmd
schedule.Rmd		schedule.Rmd
schedule_table.html		schedule_table.html