Denis Shah's repositories
tidybayes
Bayesian analysis + tidy data + geoms (R package)
publications-code
Publicly available code from Paul Zivich's publications
RFVariableSelectionwithFHB
Random forest models for predicting Fusarium head blight epidemics in wheat
tidytreatment
Tidy methods for Bayesian treatment effect models
KrigR
An R Package for downloading, preprocessing, and statistical downscaling of the European Centre for Medium-range Weather Forecasts ReAnalysis 5 (ERA5) family provided by the European Centre for Medium‐Range Weather Forecasts (ECMWF).
FFTrees
An R package to create and visualise fast-and-frugal decision trees (FFTs)
ZIDM
Code for Matt Koslovsky's paper
SoilType
An R package to interplay soil characterization in quantitative genetics and precision agriculture.
geocompr
Lovelace's Open source book: Geocomputation with R
paper_ML_whitemold
Codes used in the manuscript "Machine learning model interpretation for investigating environmental effects on plant disease epidemics"
RStudioMeetup_FDA
Intro to Functional Data Analysis - Part 2 RStudio Meetup Talk
tidyfun
Clean, wholesome, tidy fun with functional data in R
Bias_AIPW
Accompanying material to Model misspecification and bias for inverse probability weighting estimators of average causal effects
ERA5_extraction_and_visualization
Repository to download, process, and visualize local climate data from ERA5
TutorialComputationalCausalInferenceEstimators
Tutorial_Computational_Causal_Inference_Estimators
CausalTutorial
Causal Inference with R
unlikely_risk_factors_covid-19
Code for the essay on confounding/selection bias as important limitations on association studies.
sqlite_d-rug_demo
short demo of sqlite with dplyr and R
confusionMatrix
Report various statistics stemming from a confusion matrix in a tidy fashion. 🎯
SIM-TMLE-tutorial
Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017
csp2020-workshop
:dart: :school_satchel: Materials for a full-day workshop on Targeted Learning with the tlverse at the 2020 Conference on Statistical Practice
FDAcourse2019
Prof. Cao's Slides and R codes for Functional Data Analysis Course
Frontiers_2017
Supplement for Frontiers article