CRAN/E | R Packages from Shannon T. Holloway

Shannon T. Holloway

Author of 25 R packages

Quick info

Shannon T. Holloway has worked on 25 packages so far. In total, Shannon T. Holloway has worked with 47 other authors on those packages. Impressive teamwork!

Packages overview

AsynchLong
CONCUR
ChangepointTesting
DOVE
DTRreg
FastKM
GGMridge
ICODS
OTRselect
POINT
POSTm
SurvLong
VEwaning
VEwaningVariant
contTimeCausal
dtrSurv
highTtest
iDOVE
modelObj
ramsvm
rcage
roboBayes
subdetect
tLagInterim
tLagPropOdds

Package details

AsynchLong

Regression Analysis of Sparse Asynchronous Longitudinal Data

Hongyuan Cao , Donglin Zeng , Jialiang Li , Jason P. Fine , Shannon T. Holloway

CONCUR

Copy Number Profile Curve-Based Association Test

Amanda Brucker , Shannon T. Holloway , Jung-Ying Tzeng

ChangepointTesting

Change Point Estimation for Clustered Signals

Hongyuan Cao , Wei Biao Wu , Shannon T. Holloway

DOVE

Durability of Vaccine Efficacy

Danyu Lin , Yu Gu , Donglin Zeng , Shannon T. Holloway

DTRreg

DTR Estimation and Inference via G-Estimation, Dynamic WOLS, Q-Learning, and Dynamic Weighted Survival Modeling (DWSurv)

Michael Wallace , Erica E M Moodie , David A Stephens , Gabrielle Simoneau , Shannon T. Holloway , Juliana Schulz

FastKM

A Fast Multiple-Kernel Method Based on a Low-Rank Approximation

Rachel Marceau , Wenbin Lu , Michele M. Sale , Bradford B. Worrall , Stephen R. Williams , Fang-Chi Hsu , Jung-Ying Tzeng , Shannon T. Holloway

GGMridge

Gaussian Graphical Models Using Ridge Penalty Followed by Thresholding and Reestimation

Min Jin Ha , Shannon T. Holloway

ICODS

Data Analysis for ODS and Case-Cohort Designs with Interval-Censoring

Shannon T. Holloway , Qingning Zhou , Jianwen Cai , Haibo Zhou

OTRselect

Variable Selection for Optimal Treatment Decision

Wenbin Lu , Hao Helen Zhang , Donglin Zeng , Yuan Geng , Shannon T. Holloway

POINT

Protein Structure Guided Local Test

Rachel Marceau West , Shannon T. Holloway

POSTm

Phylogeny-Guided OTU-Specific Association Test for Microbiome Data

Caizhi Huang , Jung-Ying Tzeng , Shannon T. Holloway

SurvLong

Analysis of Proportional Hazards Model with Sparse Longitudinal Covariates

Hongyuan Cao , Mathew M. Churpek , Donglin Zeng , Jason P. Fine , Shannon T. Holloway

VEwaning

Vaccine Efficacy Over Time

Marie Davidian , A.A. Tsiatis , Shannon T. Holloway

VEwaningVariant

Vaccine Efficacy Over Time - Variant Aware

Marie Davidian , A.A. Tsiatis , Shannon T. Holloway

contTimeCausal

Continuous Time Causal Models

Shu Yang , Shannon T. Holloway

dtrSurv

Dynamic Treatment Regimes for Survival Analysis

Shannon T. Holloway , Hunyong Cho

highTtest

Simultaneous Critical Values for t-Tests in Very High Dimensions

Hongyuan Cao , Michael Kosorok , Shannon T. Holloway

iDOVE

Durability of Vaccine Efficacy Against SARS-CoV-2 Infection

Yu Gu , Shannon T. Holloway , Dan-Yu Lin

modelObj

A Model Object Framework for Regression Analysis

Shannon T. Holloway

ramsvm

Reinforced Angle-Based Multicategory Support Vector Machines

Chong Zhang , Yufeng Liu , Shannon T. Holloway

rcage

Regionalization of Multiscale Spatial Processes

Jonathan R. Bradley , Christopher K. Wikle , Scott H. Holan , Shannon T. Holloway

roboBayes

Robust Online Bayesian Monitoring

Laura Wendelberger , Josh Gray , Brian Reich , Alyson Wilson , Shannon T. Holloway

subdetect

Detect Subgroup with an Enhanced Treatment Effect

Ailin Fan , Shannon T. Holloway

tLagInterim

Interim Monitoring of Clinical Trials with Time-Lagged Outcome

Shannon T. Holloway , Marie Davidian , Anastasios Tsiatis

tLagPropOdds

Proportional Odds Model with Censored, Time-Lagged Categorical Outcome

Marie Davidian , A. A. Tsiatis , Shannon T. Holloway

Colleagues

Hongyuan Cao
Donglin Zeng
Jialiang Li
Jason P. Fine
Amanda Brucker
Jung-Ying Tzeng
Wei Biao Wu
Danyu Lin
Yu Gu
Michael Wallace
Erica E M Moodie
David A Stephens
Gabrielle Simoneau
Juliana Schulz
Rachel Marceau
Wenbin Lu
Michele M. Sale
Bradford B. Worrall
Stephen R. Williams
Fang-Chi Hsu
Min Jin Ha
Qingning Zhou
Jianwen Cai
Haibo Zhou
Hao Helen Zhang
Yuan Geng
Rachel Marceau West
Caizhi Huang
Mathew M. Churpek
Marie Davidian
A.A. Tsiatis
Shu Yang
Hunyong Cho
Michael Kosorok
Dan-Yu Lin
Chong Zhang
Yufeng Liu
Jonathan R. Bradley
Christopher K. Wikle
Scott H. Holan
Laura Wendelberger
Josh Gray
Brian Reich
Alyson Wilson
Ailin Fan
Anastasios Tsiatis
A. A. Tsiatis