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2016

Advanced Epidemiologic Methods -- 2016

adapt4pv

:exclamation: This is a read-only mirror of the CRAN R package repository. adapt4pv — Adaptive Approaches for Signal Detection in Pharmacovigilance

ate_replication_causalml

This is the replication of one R tutorial introduced in Machine Learning and Econometrics tutorial in AEA Annual Meeting 2018.

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-r

A curated list of awesome R packages, frameworks and software.

bayesian-statistics

Bayesian Statistics with R [Gibbs Sampling, Metrapolis Hastings, Regression, Logistic Regression, Poisson Regression, Multi Factor Anova, Hierarchical Modelling, Mixture Models]

bhpm

Bayesian Hierarchical Poisson Models for Multiple Grouped Outcomes with Clustering

book-exercises

c212

:exclamation: This is a read-only mirror of the CRAN R package repository. c212 — Methods for Detecting Safety Signals in Clinical Trials Using Body-Systems (System Organ Classes)

causal-inference-missing

Code for generating simulations of the causal inference with incomplete confounders paper

cbps

:exclamation: This is a read-only mirror of the CRAN R package repository. CBPS — Covariate Balancing Propensity Score

cheatsheets

RStudio Cheat Sheets

clhls_data_clean

Create a single longitudinal data set for the Chinese Longitudinal Healthy Longevity Survey (CLHLS)

cobalt

Covariate Balance Tables and Plots - An R package for assessing covariate balance

deep-learning-in-r

Tutorial: Deep learning in R using Keras

distributed

Comparison of Privacy-Protecting Analytic and Data-sharing Methods: a Simulation Study (Pharmacoepidemiol Drug Saf 2018)

dsmatch

R package dsmatch

epigraphdb-breast-cancer

Breast cancer risk factors exploration with MR-EvE and literature-mined data in EpiGraphDB https://mvab.github.io/epigraphdb-breast-cancer/

epshdp

Source code for the Bayesian EPS-HDP paper

examples

experimentaldesign

CRAN Task View: Design of Experiments (DoE) & Analysis of Experimental Data

fastbaps

A fast approximation to a Dirichlet Process Mixture model (DPM) for clustering genetic data

gfdr

A toolbox of classic and generalized FDR control procedures

learn-r-by-example

R script which gives an overview of R through code and code comments.

localps

Local Propensity and Prognostic Score Regression

matchingweight

Matching Weight Propensity Scoring

meghapsimatrix

website

mhthier

Multiple Hypotheses Testing for Hierarchical Data

mlgl

:exclamation: This is a read-only mirror of the CRAN R package repository. MLGL — Multi-Layer Group-Lasso

mr_tricks