Caleb's repositories
probability_cheatsheet
A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
bayeslm
My note on bookdown: Bayesian linear model
DecisionTree
My note on bookdown: Decision Tree
dukeslides
Template for R Markdown based slides using Duke University color palette: dukeslides is built on top of xaringan
emoji-cheat-sheet
A markdown version emoji cheat sheet
EMVS
Note in Bookdown: EMVS: The EM Approach to Bayesian Variable Selection
Project1-Dissertation
Bayesian selection of best subsets in high-dimensional regression
RRR
Bookdown: Bayesian Reduced Rank Regression
Lihang
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
matrix_stats
This is my notes of the book titled "Matrix Algebra From A Statistician's Perspective" by David A. Harville.
model-criteria
Bookdown: Model Selection Criteria
Multivariate-bayesian-variable-selection-and-prediction
Bookdown: Multivariate Bayesian Variable Selection and Prediction
RCodeMRM
R code example for fast computing algorithm
RdemoBayesGLM
An R demo code for Project 3 in my dissertation
rethinking
Statistical Rethinking course and book package
rmarkdown-book
R Markdown: The Definitive Guide (published by Chapman & Hall/CRC in July 2018)
statrethinking_winter2019
Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019
stochastic-search-variable-selection
Bookdown: SSVS