CRAN/E | R Packages from Torsten Hothorn

Torsten Hothorn

Author of 44 R packages

Quick info

Torsten Hothorn has worked on 44 packages so far. In total, Torsten Hothorn has worked with 185 other authors on those packages. This amount of teamwork is mind-blowing! A true legend.

Packages overview

ATR
DescTools
FDboost
HSAUR
HSAUR2
HSAUR3
MVA
RWeka
StatDataML
TH.data
basefun
bst
coin
cotram
etree
exactRankTests
inum
ipred
libcoin
lmtest
maxstat
mboost
mdgc
mlt
mlt.docreg
mmcif
model4you
modeltools
multcomp
mvtnorm
palmtree
party
partykit
pedmod
permimp
stabs
tbm
tram
tramME
tramicp
tramnet
tramvs
trtf
variables

Package details

ATR

Alternative Tree Representation

Jon Eugster , ctr , Andrea Farnham , ctr , Raphael Hartmann , ctr , Tea Isler , ctr , Gilles Kratzer , ctr , Ke Li , ctr , Silvia Panunzi , ctr , Sophie Schneider , ctr , Craig Wang , ctr , Torsten Hothorn

DescTools

Tools for Descriptive Statistics

Andri Signorell , Ken Aho , Andreas Alfons , Nanina Anderegg , Tomas Aragon , Chandima Arachchige , Antti Arppe , Adrian Baddeley , Kamil Barton , Ben Bolker , Hans W. Borchers , Frederico Caeiro , Stephane Champely , Daniel Chessel , Leanne Chhay , Nicholas Cooper , Clint Cummins , Michael Dewey , Harold C. Doran , Stephane Dray , Charles Dupont , Dirk Eddelbuettel , Claus Ekstrom , Martin Elff , Jeff Enos , Richard W. Farebrother , John Fox , Romain Francois , Michael Friendly , Tal Galili , Matthias Gamer , Joseph L. Gastwirth , Vilmantas Gegzna , Yulia R. Gel , Sereina Graber , Juergen Gross , Gabor Grothendieck , Frank E. Harrell Jr , Richard Heiberger , Michael Hoehle , Christian W. Hoffmann , Soeren Hojsgaard , Torsten Hothorn , Markus Huerzeler , Wallace W. Hui , Pete Hurd , Rob J. Hyndman , Christopher Jackson , Matthias Kohl , Mikko Korpela , Max Kuhn , Detlew Labes , Friederich Leisch , Jim Lemon , Dong Li , Martin Maechler , Arni Magnusson , Ben Mainwaring , Daniel Malter , George Marsaglia , John Marsaglia , Alina Matei , David Meyer , Weiwen Miao , Giovanni Millo , Yongyi Min , David Mitchell , Cyril Flurin Moser , Franziska Mueller , Markus Naepflin , Danielle Navarro , Henric Nilsson , Klaus Nordhausen , Derek Ogle , Hong Ooi , Nick Parsons , Sandrine Pavoine , Tony Plate , Luke Prendergast , Rol , Rapold , William Revelle , Tyler Rinker , Brian D. Ripley , Caroline Rodriguez , Nathan Russell , Nick Sabbe , Ralph Scherer , Venkatraman E. Seshan , Michael Smithson , Greg Snow , Karline Soetaert , Werner A. Stahel , Alec Stephenson , Mark Stevenson , Ralf Stubner , Matthias Templ , Duncan Temple Lang , Terry Therneau , Yves Tille , Luis Torgo , Adrian Trapletti , Joshua Ulrich , Kevin Ushey , Jeremy VanDerWal , Bill Venables , John Verzani , Pablo J. Villacorta Iglesias , Gregory R. Warnes , Stefan Wellek , Hadley Wickham , R , R. Wilcox , Peter Wolf , Daniel Wollschlaeger , Joseph Wood , Ying Wu , Thomas Yee , Achim Zeileis

FDboost

Boosting Functional Regression Models

Sarah Brockhaus , David Ruegamer , Almond Stoecker , Torsten Hothorn , with contributions by many others

HSAUR

A Handbook of Statistical Analyses Using R (1st Edition)

Brian S. Everitt , Torsten Hothorn

HSAUR2

A Handbook of Statistical Analyses Using R (2nd Edition)

Brian S. Everitt , Torsten Hothorn

HSAUR3

A Handbook of Statistical Analyses Using R (3rd Edition)

Torsten Hothorn , Brian S. Everitt

MVA

An Introduction to Applied Multivariate Analysis with R

Brian S. Everitt , Torsten Hothorn

RWeka

R/Weka Interface

Kurt Hornik , Christian Buchta , Torsten Hothorn , Alexandros Karatzoglou , David Meyer , Achim Zeileis

StatDataML

Read and Write StatDataML Files

David Meyer , Torsten Hothorn , Friedrich Leisch

TH.data

TH's Data Archive

Torsten Hothorn

basefun

Infrastructure for Computing with Basis Functions

Torsten Hothorn

bst

Gradient Boosting

Zhu Wang , Torsten Hothorn

coin

Conditional Inference Procedures in a Permutation Test Framework

Torsten Hothorn , Henric Winell , Kurt Hornik , Mark A. van de Wiel , Achim Zeileis

cotram

Count Transformation Models

Sandra Siegfried , Luisa Barbanti , Torsten Hothorn

etree

Classification and Regression with Structured and Mixed-Type Data

Riccardo Giubilei , Tullia Padellini , Pierpaolo Brutti , Marco Brandi , Gabriel Nespoli , Torsten Hothorn , Achim Zeileis

exactRankTests

Exact Distributions for Rank and Permutation Tests

Torsten Hothorn , Kurt Hornik

inum

Interval and Enum-Type Representation of Vectors

Torsten Hothorn

ipred

Improved Predictors

Andrea Peters , Torsten Hothorn , Brian D. Ripley , Terry Therneau , Beth Atkinson

libcoin

Linear Test Statistics for Permutation Inference

Torsten Hothorn , Henric Winell

lmtest

Testing Linear Regression Models

Torsten Hothorn , Achim Zeileis , Richard W. Farebrother , Clint Cummins , Giovanni Millo , David Mitchell

maxstat

Maximally Selected Rank Statistics

Torsten Hothorn

mboost

Model-Based Boosting

Torsten Hothorn , Peter Buehlmann , Thomas Kneib , Matthias Schmid , Benjamin Hofner , Fabian Otto-Sobotka , Fabian Scheipl , Andreas Mayr

mdgc

Missing Data Imputation Using Gaussian Copulas

Benjamin Christoffersen , Alan Genz , Frank Bretz , Torsten Hothorn , R-core , Ross Ihaka

mlt

Most Likely Transformations

Torsten Hothorn

mlt.docreg

Most Likely Transformations

Torsten Hothorn

mmcif

Mixed Multivariate Cumulative Incidence Functions

Benjamin Christoffersen , Mark Clements , Alan Genz , Frank Bretz , Torsten Hothorn , R-core

model4you

Stratified and Personalised Models Based on Model-Based Trees and Forests

Heidi Seibold , Achim Zeileis , Torsten Hothorn

modeltools

Tools and Classes for Statistical Models

Torsten Hothorn , Friedrich Leisch , Achim Zeileis

multcomp

Simultaneous Inference in General Parametric Models

Torsten Hothorn , Frank Bretz , Peter Westfall , Richard M. Heiberger , Andre Schuetzenmeister , Susan Scheibe

mvtnorm

Multivariate Normal and t Distributions

Alan Genz , Frank Bretz , Tetsuhisa Miwa , Xuefei Mi , Friedrich Leisch , Fabian Scheipl , Bjoern Bornkamp , Martin Maechler , Torsten Hothorn

palmtree

Partially Additive (Generalized) Linear Model Trees

Heidi Seibold , Torsten Hothorn , Achim Zeileis

party

A Laboratory for Recursive Partytioning

Torsten Hothorn , Kurt Hornik , Carolin Strobl , Achim Zeileis

partykit

A Toolkit for Recursive Partytioning

Torsten Hothorn , Heidi Seibold , Achim Zeileis

pedmod

Pedigree Models

Benjamin Christoffersen , Alan Genz , Frank Bretz , Bjoern Bornkamp , Torsten Hothorn , Christophe Dutang , Diethelm Wuertz , R-core , Leo Belzile , Zdravko Botev

permimp

Conditional Permutation Importance

Dries Debeer , Torsten Hothorn , Carolin Strobl

stabs

Stability Selection with Error Control

Benjamin Hofner , Torsten Hothorn

tbm

Transformation Boosting Machines

Torsten Hothorn

tram

Transformation Models

Torsten Hothorn , Luisa Barbanti , Sandra Siegfried , Brian Ripley , Bill Venables , Douglas M. Bates , Nadja Klein

tramME

Transformation Models with Mixed Effects

Balint Tamasi , Torsten Hothorn

tramicp

Model-Based Causal Feature Selection for General Response Types

Lucas Kook , Sorawit Saengkyongam , Anton Rask Lundborg , Torsten Hothorn , Jonas Peters

tramnet

Penalized Transformation Models

Lucas Kook , Balint Tamasi , Sandra Siegfried , Samuel Pawel , Torsten Hothorn

tramvs

Optimal Subset Selection for Transformation Models

Lucas Kook , Sandra Siegfried , Torsten Hothorn

trtf

Transformation Trees and Forests

Torsten Hothorn

variables

Variable Descriptions

Torsten Hothorn

Colleagues

Jon Eugster
ctr
Andrea Farnham
Raphael Hartmann
Tea Isler
Gilles Kratzer
Ke Li
Silvia Panunzi
Sophie Schneider
Craig Wang
Andri Signorell
Ken Aho
Andreas Alfons
Nanina Anderegg
Tomas Aragon
Chandima Arachchige
Antti Arppe
Adrian Baddeley
Kamil Barton
Ben Bolker
Hans W. Borchers
Frederico Caeiro
Stephane Champely
Daniel Chessel
Leanne Chhay
Nicholas Cooper
Clint Cummins
Michael Dewey
Harold C. Doran
Stephane Dray
Charles Dupont
Dirk Eddelbuettel
Claus Ekstrom
Martin Elff
Jeff Enos
Richard W. Farebrother
John Fox
Romain Francois
Michael Friendly
Tal Galili
Matthias Gamer
Joseph L. Gastwirth
Vilmantas Gegzna
Yulia R. Gel
Sereina Graber
Juergen Gross
Gabor Grothendieck
Frank E. Harrell Jr
Richard Heiberger
Michael Hoehle
Christian W. Hoffmann
Soeren Hojsgaard
Markus Huerzeler
Wallace W. Hui
Pete Hurd
Rob J. Hyndman
Christopher Jackson
Matthias Kohl
Mikko Korpela
Max Kuhn
Detlew Labes
Friederich Leisch
Jim Lemon
Dong Li
Martin Maechler
Arni Magnusson
Ben Mainwaring
Daniel Malter
George Marsaglia
John Marsaglia
Alina Matei
David Meyer
Weiwen Miao
Giovanni Millo
Yongyi Min
David Mitchell
Cyril Flurin Moser
Franziska Mueller
Markus Naepflin
Danielle Navarro
Henric Nilsson
Klaus Nordhausen
Derek Ogle
Hong Ooi
Nick Parsons
Sandrine Pavoine
Tony Plate
Luke Prendergast
Rol
Rapold
William Revelle
Tyler Rinker
Brian D. Ripley
Caroline Rodriguez
Nathan Russell
Nick Sabbe
Ralph Scherer
Venkatraman E. Seshan
Michael Smithson
Greg Snow
Karline Soetaert
Werner A. Stahel
Alec Stephenson
Mark Stevenson
Ralf Stubner
Matthias Templ
Duncan Temple Lang
Terry Therneau
Yves Tille
Luis Torgo
Adrian Trapletti
Joshua Ulrich
Kevin Ushey
Jeremy VanDerWal
Bill Venables
John Verzani
Pablo J. Villacorta Iglesias
Gregory R. Warnes
Stefan Wellek
Hadley Wickham
R
R. Wilcox
Peter Wolf
Daniel Wollschlaeger
Joseph Wood
Ying Wu
Thomas Yee
Achim Zeileis
Sarah Brockhaus
David Ruegamer
Almond Stoecker
with contributions by many others
Brian S. Everitt
Kurt Hornik
Christian Buchta
Alexandros Karatzoglou
Friedrich Leisch
Zhu Wang
Henric Winell
Mark A. van de Wiel
Sandra Siegfried
Luisa Barbanti
Riccardo Giubilei
Tullia Padellini
Pierpaolo Brutti
Marco Brandi
Gabriel Nespoli
Andrea Peters
Beth Atkinson
Peter Buehlmann
Thomas Kneib
Matthias Schmid
Benjamin Hofner
Fabian Otto-Sobotka
Fabian Scheipl
Andreas Mayr
Benjamin Christoffersen
Alan Genz
Frank Bretz
R-core
Ross Ihaka
Mark Clements
Heidi Seibold
Peter Westfall
Richard M. Heiberger
Andre Schuetzenmeister
Susan Scheibe
Tetsuhisa Miwa
Xuefei Mi
Bjoern Bornkamp
Carolin Strobl
Christophe Dutang
Diethelm Wuertz
Leo Belzile
Zdravko Botev
Dries Debeer
Brian Ripley
Douglas M. Bates
Nadja Klein
Balint Tamasi
Lucas Kook
Sorawit Saengkyongam
Anton Rask Lundborg
Jonas Peters
Samuel Pawel