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2018_isee_causal

Materials from ISEE 2018 pre-conference workshop: Causal inference foundations and applications in environmental health sciences

2020_isee_causal

This is the same as ISEE_2020_causal, but I put a wrong link out there somewhere

actions

GitHub Actions for the R community

alexpkeil1.github.io

https://alexpkeil1.github.io/

altdistributions.jl

Implementations for some distributions using a consistent API and AD-friendly code.

arsenic

Code from copper smelter data analysis

bayesbootcamp

bayeslogit

Fast, exact Bayesian inference for logistic likelihoods.

bkmrhat

R package: Diagnostics and multi-chain tools with Bayesian kernel machine regression (bkmr)

case-cohort

codeexamples

Code examples for when I suggest an analysis when the analyst may need some inspiration. Mostly R, but other languages as well.

cpum-code

ej

Environmental Justice bootcamp slides and code (Alex Keil)

election2020

Aggregated vote counts from Edison/New York Times

gaussianprocesses.jl

A Julia package for Gaussian Processes

gformula_v_mathmodel

gpt3.jl

GPT 3 api in Julia language (nearly line-for-line port from R gpt3 package)

graphviz.jl

Julia Binding to the GraphViz library

gwqs2

Exact copy of gWQS v 1.1.0, but with ztable dependency removed

gwqs2b

copy of gWQS package v2.0 with variable scoping issue fixed to facilitate parallel simulation

ipw_edcorner

IPW R Package

isee_2020_causal

lsurvival.jl

Survival analysis functions that allow left truncation and weighting, including Aalen-Johansen, Kaplan-Meier, and Cox proportional hazards regression

machine_learning_basics

Plain python implementations of basic machine learning algorithms

mass

:exclamation: This is a read-only mirror of the CRAN R package repository. MASS — Support Functions and Datasets for Venables and Ripley's MASS. Homepage: http://www.stats.ox.ac.uk/pub/MASS4/

mcmc

R packages and code for learning and implementing Markov Chain Monte Carlo methods

metaan

Meta-Analysis of Published Epidemiological Studies

package_metaan

Here is my package on meta-analysis (package Metaan)

polyagammadistribution.jl

Pólya-Gamma distribution for Distributions.jl interface

psid_education_eq_k6

This repository hosts resources for an ongoing project exploring the mediating effect of employment quality (EQ) in the relationship between educational attainment and poor mental health.