Statistics, Department of
The R Journal
A peer-reviewed, open-access publication of the R Foundation for Statistical Computing.
2021
EMSS: New EM-type Algorithms for the Heckman Selection Model in R, Kexuan Yang, Sang Kyu Lee, Jun Zhao, and Hyoung-Moon Kim
Visual Diagnostics for Constrained Optimisation with Application to Guided Tours, H Sherry Zhang, Dianne Cook, Ursula Laa, Nicolas Langrené, and Patricia Menéndez
SIQR: An R Package for Single-index Quantile Regression, Tianhai Zu and Yan Yu
2020
npordtests: An R Package of Nonparametric Tests for Equality of Location Against Ordered Alternatives, Bulent Altunkaynak and Hamza Gamgam
Mapping Smoothed Spatial Effect Estimates from Individual-Level Data: MapGAM, Lu Bai, Daniel L. Gillen, Scott M. Bartell, and Verónica M. Vieira
mudfold: An R Package for Nonparametric IRT Modelling of Unfolding Processes, Spyros E. Balafas, Wim P. Krijnen, Wendy J. Post, and Ernst C. Wit
Variable Importance Plots: An Introduction to the vip Package, Brandon M. Bartoszuk and Marek Gagolewski
SimilaR: R Code Clone and Plagiarism Detection, Maciej Bartoszuk and Marek Gagolewski
News from the Bioconductor Project, Bioconductor Core Team
tsmp: An R Package for Time Series with Matrix Profile, Francisco Bischoff and Pedro Pereira Rodriques
FarmTest: An R Package for Factor-Adjusted Robust Multiple Testing, Koushiki Bose, Jianqing Fan, Yuan Ke, Xiaoou Pan, and Wen-Xin Zhou
Conference Report: Why R? 2019, Michał Burdukiewicz, Filip Pietluch, Jarosław Chilimoniuk, Katarzyna Sidorczuk, Dominik Rafacz, Leon Eyrich Jessen, Stefan Rödiger, Marcin Kosiński, and Piotr Wójcik
lspartition: Partitioning-Based Least Squares Regression, Matias D. Cattaneo, Max H. Farrell, and Yingjie Feng
Testing the Equality of Normal Distributed and Independent Groups’ Means under Unequal Variances by doex Package, Mustafa Cavus and Berna Yazıcı
S, R, and Data Science, John M. Chambers
Comparing Multiple Survival Functions with Crossing Hazards in R, Hsin-wen Chang, Pei-Yuan Tsai, Jen-Tse Kao, and Guo-You Lan
SortedEffects: Sorted Causal Effects in R, Schuowen Chen, Victor Chernozhukov, Iván Fernández-Val, and Ye Luo
OpenLand: Software for Quantitative Analysis and Visualization of Land Use and Cover Change, Reginal Exavier and Peter Zeilhofer
e-Rum2020: How We Turned a Physical Conference into a Successful Virtual Event, Mariachiara Fortuna, Francesca Vitalini, Mirko Signorelli, Emanuela Furfaro, Federico Marini, Gert Janssenswillen, Riccardo Porreca, Riccardo L. Rossi, Andrea Guzzo, Roberta Sirovich, Andrea Melloncelli, Lorenzo Salvi, Serena Signorelli, and Filippo Chiarello
rcosmo: R Package for Analysis of Spherical, HEALPix and Cosmological Data, Daniel Fryer, Ming Li, and Andriy Olenko
ProjectManagement: An R Package for Managing Projects, Juan Carlos Gonçalves-Dosantos, Ignacio García-Jurado, and Julián Costa
Assembling Pharmacometric Datasets in R: The Puzzle Package, Mario González-Sales, Olivier Barrière, Pierre Olivier Tremblay, Guillaume Bonnefois, Julie Desrochers, and Fahima Nekka
miWQS: Multiple Imputation Using Weighted Quantile Sum Regression, Paul M. Hargarten and David C. Wheeler
difNLR: Generalized Logistic Regression Models for DIF and DDF Detection, Adéla Hladká and Patrícia Martinková
NlinTS: An R Package for Causality Detection in Time Series, Youssef Hmamouche
Changes on CRAN, Kurt Hornik, Uwe Ligges, and Achim Zeileis
Changes on CRAN, Kurt Hornik, Uwe Ligges, and Achim Zeileis
R Foundation News, Torsten Hothorn
R Foundation News, Torsten Hothorn
Changes in R 3.6–4.0, Tomas Kalibera, Sebastian Meyer, and Kurt Hornik
Editorial, Michael J. Kane
Editorial, Michael J. Kane
Analyzing Basket Trials under Multisource Exchangeability Assumptions, Michael J. Kane, Nan Chen, Alexander M. Kaizer, Xun Jiang, H Amy Xia, and Brian P. Hobbs
Six Years of Shiny in Research: Collaborative Development of Web Tools in R, Peter Kasprzak, Lachlan Mitchell, Olena Kravchuk, and Andy Timmins
A Fast and Scalable Implementation Method for Competing Risks Data with the R Package fastcmprsk, Eric S. Kawaguchi, Jenny I. Shen, Gang Li, and Marc A. Suchard
A Unified Algorithm for the Non-Convex Penalized Estimation: The ncpen Package, Dongshin Kim, Sangin Lee, and Sunghoon Kwon
ari: The Automated R Instructor, Sean Kross, Jeffrey T. Leek, and John Muschelli
AQuadtree: An R Package for Quadtree Anonymization of Point Data, Raymond Lagonigro, Ramon Oller, and Joan Carles Martori
CoxPhLb: An R Package for Analyzing Length Biased Data under Cox Model, Chi Hyun Lee, Heng Zhou, Jing Ning, Diane D. Liu, and Yu Shen
RNGforGPD: An R Package for Generation of Univariate and Multivariate Generalized Poisson Data, Hesen Li, Hakan Demirtas, and Ruizhe Chen
NTS: An R Package for Nonlinear Time Series Analysis, Xialu Liu, Rong Chen, and Ruey Tsay
Kuhn-Tucker and Multiple Discrete-Continuous Extreme Value Model Estimation and Simulation in R: The rmdcev Package, Patrick Lloyd-Smith
Skew-t Expected Information Matrix Evaluation and Use for Standard Error Calculations, R. Douglas Martin, Chindhanai Uthaisaad, and Daniel Z. Xia
Linear Fractional Stable Motion with the rlfsm R Package, Stepan Mazur and Dmitry Otryakhin
Tools for Analyzing R Code the Tidy Way, Lucy D'Agostino McGowan, Sean Kross, and Jeffrey Leek
A Graphical EDA Tool with ggplot2: brinton, Pere Millán-Martínez and Ramon Oller
Species Distribution Modeling using Spatial Point Processes: A Case Study of Sloth Occurrence in Costa Rica, Paula Moraga
SurvBoost: An R Package for High-Dimensional Variable Selection in the Stratified Proportional Hazards Model via Gradient Boosting, Emily Morris, Kevin He, Yanming Li, Yi Li, and Jian Kang
Provenance of R’s Gradient Optimizers, John C. Nash
fitzRoy: An R Package to Encourage Reproducible Sports Analysis, Robert Nguyen, James Day, David Warton, and Oscar Lane
The Rockerverse: Packages and Applications for Containerisation with R, Daniel Nüst, Dirk Eddelbuettel, Dom Bennett, Robrecht Cannoodt, Dav Clark, Gergely Daróczi, Mark Edmondson, Colin Fay, Ellis Hughes, Lars Kjeldgaard, Sean Lopp, Ben Marwick, Heather Nolis, Jacqueline Nolis, Hong Ooi, Kathik Ram, Noam Ross, Lori Shepard, Péter Sólymos, Tyson Lee Swetnam, Nitesh Turaga, Charlotte Van Petegem, Jason Williams, Craig Willis, and Nan Xiao
TULIP: A Toolbox for Linear Discriminant Analysis with Penalties, Yuqing Pan, Qing Mai, and Xin Zhang
MoTBFs: An R Package for Learning Hybrid Bayesian Networks Using Mixtures of Truncated Basis Functions, Inmaculada Pérez-Bernabé, Ana D. Maldonado, Antonio Salmerón, and Thomas D. Nielsen
gk: An R Package for the g-and-k and Generalised g-and-h Distributions, Dennis Prangle
The R Package NonProbEst for Estimation in Non-probability Surveys, M. Rueda, R. Ferri-García, and L. Castro
mistr: A Computational Framework for Mixture and Composite Distributions, Lukas Sablica and Kurt Hornik
KSPM: A Package For Kernel Semi-Parametric Models, Catherine Schramm, Sébastien Jacquemont, Karim Oualkacha, Aurélie Labbe, and Celia M. T. Greenwood
ordinalClust: An R Package to Analyze Ordinal Data, Margot Selosse, Julien Jacques, and Christophe Biernacki
BayesMallows: An R Package for the Bayesian Mallows Model, Øystein Sørensen, Marta Crispino, Qinghua Liu, and Valeria Vitelli
spinifex: An R Package for Creating a Manual Tour of Low-dimensional Projections of Multivariate Data, Nicholas Spyrison and Dianne Cook
User-Specified General-to-Specific and Indicator Saturation Methods, Genaro Sucarrat
CopulaCenR: Copula based Regression Models for Bivariate Censored Data in R, Tao Sun and Ying Ding
The R Journal (December 2020) 12(2): Complete Issue, The R Foundation
The R Journal (June 2020) 12(1): Complete Issue, The R Foundation
News from the Forwards Taskforce, Heather Turner
Individual-Level Modelling of Infectious Disease Data: EpiILM, Vineetha Warriyar, Waleed Almutiry, and Rob Deardon
The biglasso Package: A Memory- and Computation-Efficient Solver for Lasso Model Fitting with Big Data in R, Yaohui Zeng and Patrick Breheny
2019
lpirfs: An R Package to Estimate Impulse Response Functions by Local Projections, Philipp Adämmer
SemiCompRisks: An R Package for the Analysis of Independent and Cluster-correlated Semi-competing Risks Data, Danilo Alvares, Sebastien Haneuse, Catherine Lee, and Kyu Ha Lee
dr4pl: A Stable Convergence Algorithm for the 4 Parameter Logistic Model, Hyowon An, Justin T. Landis, Aubrey G. Bailey, James S. Marron, and Dirk P. Dittmer
Fixed Point Acceleration in R, Stuart Baumann and Margaryta Klymak
News from the Bioconductor Project, Bioconductor Core Team
Matching with Clustered Data: the CMatching Package in R, Massimo Cannas and Bruno Arpino
Integration of Networks and Pathways with StarBioTrek Package, Claudia Cava and Isabella Castiglioni
Conference: Report ConectaR 2019, Marcela Alfaro Córdoba, Frans van Dunné, Agustín Gómez Meléndez, and Jacob van Etten
Fitting Tails by the Empirical Residual Coefficient of Variation: The ercv Package, Joan del Castillo, Isabel Serra, Maria Padilla, and David Moriña
Nowcasting: An R Package for Predicting Economic Variables Using Dynamic Factor Models, Serge de Valk, Daiane de Mattos, and Pedro Ferreira
mixedsde: A Package to Fit Mixed Stochastic Differential Equations, Charlotte Dion, Simone Hermann, and Adeline Samson
BondValuation: An R Package for Fixed Coupon Bond Analysis, Wadim Djatschenko
R Package for Geometric Shadow Calculations in an Urban Environment, Michael Dorman, Evyatar Erell, Adi Vulkan, and Itai Kloog
unival: An FA-based R Package for Assessing Essential Unidimensionality Using External Validity Information, Pere J. Ferrando, Urbano Lorenzo-Seva, and David Navarro-Gonzalez
fclust: An R Package for Fuzzy Clustering, Maria Brigida Ferraro, Paolo Giordani, and Alessio Serafini
SimCorrMix: Simulation of Correlated Data with Multiple Variable Types Including Continuous and Count Mixture Distributions, Allison Fialkowski and Hemant Tiwari
Resampling-Based Analysis of Multivariate Data and Repeated Measures Designs with the R Package MANOVA.RM, Sarah Friedrich, Frank Konietschke, and Markus Pauly
optimParallel: An R Package Providing a Parallel Version of the L-BFGS-B Optimization Method, Florian Gerber and Reinhard Furrer
The IDSpatialStats R Package: Quantifying Spatial Dependence of Infectious Disease Spread, John R. Giles, Henrik Salje, and Justin Lessler
auditor: An R Package for Model-Agnostic Visual Validation and Diagnostics, Alicja Gosiewska and Przemysław Biecek
RobustGaSP: Robust Gaussian Stochastic Process Emulation in R, Mengyang Gu, Jesus Palomo, and James O. Berger
Associative Classification in R: arc, arulesCBA, and rCBA, Michael Hahsler, Ian Johnson, Tomáš Kliegr, and Jaroslav Kuchař
Comparing namedCapture with Other R Packages for Regular Expressions, Toby Dylan Hocking
HCmodelSets: An R Package for Specifying Sets of Well-fitting Models in High Dimensions, Henrique Hoeltgebaum and Heather Battey
PPCI: An R Package for Cluster Identification using Projection Pursuit, David P. Hofmeyr and Nicos G. Pavlidis
Changes on CRAN, Kurt Hornik, Uwe Ligges, and Achim Zeileis
Changes on CRAN, Kurt Hornik, Uwe Ligges, and Achim Zeileis
R Foundation News, Torsten Hothorn
R Foundation News, Torsten Hothorn
roahd Package: Robust Analysis of High Dimensional Data, Francesca Ieva, Anna Maria Paganoni, Juan Romo, and Nicholas Tarabelloni
rollmatch: An R Package for Rolling Entry Matching, Kasey Jones, Rob Chew, Allison Witman, and Yiyan Liu
ciuupi: An R package for Computing Confidence Intervals that Utilize Uncertain Prior Information, Mainzer Kabaila and Paul Kabaila
Editorial, Michael J. Kane