CRAN/E | R Packages from Kosuke Imai

Kosuke Imai

Author of 24 R packages

Quick info

Kosuke Imai has worked on 24 packages so far. In total, Kosuke Imai has worked with 66 other authors on those packages. Impressive teamwork!

Packages overview

CBPS
CRTConjoint
FindIt
MNP
MatchIt
PanelMatch
RCT2
aihuman
alarmdata
eco
emIRT
endorse
evalITR
experiment
fastLink
geocausal
keyATM
list
mediation
redist
redistmetrics
rr
wfe
wru

Package details

CBPS

Covariate Balancing Propensity Score

Christian Fong , Marc Ratkovic , Kosuke Imai , Chad Hazlett , Xiaolin Yang , Sida Peng , Inbeom Lee

CRTConjoint

Conditional Randomization Testing (CRT) Approach for Conjoint Analysis

Dae Woong Ham , Kosuke Imai , Lucas Janson , Jacob Bien

FindIt

Finding Heterogeneous Treatment Effects

Naoki Egami , Marc Ratkovic , Kosuke Imai

MNP

Fitting the Multinomial Probit Model

Kosuke Imai , David van Dyk , Hubert Jin

MatchIt

Nonparametric Preprocessing for Parametric Causal Inference

Daniel Ho , Kosuke Imai , Gary King , Elizabeth Stuart , Alex Whitworth , Noah Greifer

PanelMatch

Matching Methods for Causal Inference with Time-Series Cross-Sectional Data

In Song Kim , Adam Rauh , Erik Wang , Kosuke Imai

RCT2

Designing and Analyzing Two-Stage Randomized Experiments

Karissa Huang , Zhichao Jiang , Kosuke Imai

aihuman

Experimental Evaluation of Algorithm-Assisted Human Decision-Making

Sooahn Shin , Zhichao Jiang , Kosuke Imai

alarmdata

Download, Merge, and Process Redistricting Data

Cory McCartan , Christopher T. Kenny , Tyler Simko , Michael Zhao , Kosuke Imai

eco

Ecological Inference in 2x2 Tables

Kosuke Imai , Ying Lu , Aaron Strauss , Hubert Jin

emIRT

EM Algorithms for Estimating Item Response Theory Models

Kosuke Imai , James Lo , Jonathan Olmsted

endorse

Bayesian Measurement Models for Analyzing Endorsement Experiments

Yuki Shiraito , Kosuke Imai , Bryn Rosenfeld

evalITR

Evaluating Individualized Treatment Rules

Michael Lingzhi Li , Kosuke Imai , Jialu Li , Xiaolong Yang

experiment

R Package for Designing and Analyzing Randomized Experiments

Kosuke Imai , Zhichao Jiang

fastLink

Fast Probabilistic Record Linkage with Missing Data

Ted Enamorado , Ben Fifield , Kosuke Imai

geocausal

Causal Inference with Spatio-Temporal Data

Mitsuru Mukaigawara , Georgia Papadogeorgou , Jason Lyall , Kosuke Imai

keyATM

Keyword Assisted Topic Models

Shusei Eshima , Tomoya Sasaki , Kosuke Imai , Chung-hong Chan , Romain François , William Lowe , Seo-young Silvia Kim

list

Statistical Methods for the Item Count Technique and List Experiment

Graeme Blair , Winston Chou , Kosuke Imai , Bethany Park , Alexander Coppock

mediation

Causal Mediation Analysis

Dustin Tingley , Teppei Yamamoto , Kentaro Hirose , Luke Keele , Kosuke Imai , Minh Trinh , Weihuang Wong

redist

Simulation Methods for Legislative Redistricting

Christopher T. Kenny , Cory McCartan , Ben Fifield , Kosuke Imai , Jun Kawahara , Alexander Tarr , Michael Higgins

redistmetrics

Redistricting Metrics

Christopher T. Kenny , Cory McCartan , Ben Fifield , Kosuke Imai

rr

Statistical Methods for the Randomized Response Technique

Graeme Blair , Yang-Yang Zhou , Kosuke Imai , Winston Chou

wfe

Weighted Linear Fixed Effects Regression Models for Causal Inference

In Song Kim , Kosuke Imai

wru

Who are You? Bayesian Prediction of Racial Category Using Surname, First Name, Middle Name, and Geolocation

Kabir Khanna , Brandon Bertelsen , Santiago Olivella , Evan Rosenman , Alexander Rossell Hayes , Kosuke Imai

Colleagues

Christian Fong
Marc Ratkovic
Chad Hazlett
Xiaolin Yang
Sida Peng
Inbeom Lee
Dae Woong Ham
Lucas Janson
Jacob Bien
Naoki Egami
David van Dyk
Hubert Jin
Daniel Ho
Gary King
Elizabeth Stuart
Alex Whitworth
Noah Greifer
In Song Kim
Adam Rauh
Erik Wang
Karissa Huang
Zhichao Jiang
Sooahn Shin
Cory McCartan
Christopher T. Kenny
Tyler Simko
Michael Zhao
Ying Lu
Aaron Strauss
James Lo
Jonathan Olmsted
Yuki Shiraito
Bryn Rosenfeld
Michael Lingzhi Li
Jialu Li
Xiaolong Yang
Ted Enamorado
Ben Fifield
Mitsuru Mukaigawara
Georgia Papadogeorgou
Jason Lyall
Shusei Eshima
Tomoya Sasaki
Chung-hong Chan
Romain François
William Lowe
Seo-young Silvia Kim
Graeme Blair
Winston Chou
Bethany Park
Alexander Coppock
Dustin Tingley
Teppei Yamamoto
Kentaro Hirose
Luke Keele
Minh Trinh
Weihuang Wong
Jun Kawahara
Alexander Tarr
Michael Higgins
Yang-Yang Zhou
Kabir Khanna
Brandon Bertelsen
Santiago Olivella
Evan Rosenman
Alexander Rossell Hayes