yadevi's repositories
peopleanalytics-regression-book
Handbook of Regression Modeling in People Analytics
addinslist
📜 Discover and install useful RStudio addins
airline_testing_strategies
Reproducible code for our Lancet ID paper on COVID-19 testing strategies for airline travel
bkmrhat
Learny R package: Diagnostics and multi-chain tools with Bayesian kernel machine regression (bkmr)
CausalitySlides
Learny dag Slides for the Seattle University Causal Inference Class
circlize
Circular visualization in R
contrast
Regression disconuity analysis causal
DataWranglingWorkshopFiles
Data wrangling These are the files for the walk-through example at the end of the data wrangling workshop(s)
dowhy
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
dplyr-learnr
Learny A colorful introduction to some common functions in dplyr, part of the tidyverse.
free_r_tips
Learny Free R-Tips is a FREE Newsletter provided by Business Science. It comes with bite-sized code tutorials every Tuesday.
gfoRmula
Parametric G-formula for R
ggvenn
Venn Diagram by ggplot2, with really easy-to-use API.
HypergraphModularity
Code for generative hypergraph clustering via modularity-like objective functions.
Introduction_to_Stata
Learny stata Files for my course: Introduction to Stata
lecturenotes
Rstaty My lecture notes Rmd template
medium-articles
Interactiony Code used to obtain results for my medium articles
RCT-Simulation-v1
#Simulations #ry Introduction to simulation of randomized controlled trials in R
repro
Markdowny Easy Setup of a Reproducible Workflow
ridge
Learny ridge CRAN R Package: Ridge Regression with automatic selection of the penalty parameter
SDS375
Learny plot SDS 375 Data Visualization in R
simulation-study-example
Example code in R and Stata to run, analyse, and visualise a Monte Carlo simulation study.
stat_rethinking_2020
Learny Bayesian Statistical Rethinking Course Winter 2020/2021
summarytools
Learny R Package to Quickly and Neatly Summarize Data
targets
Function-oriented Make-like declarative workflows for R
ThinkBayes2
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
vcdExtra
Extensions and additions to vcd: Visualizing Categorical Data catay
webinars
Learn Code and slides for RStudio webinars