Statistics, Department of
The R Journal
A peer-reviewed, open-access publication of the R Foundation for Statistical Computing.
2019
Connecting R with D3 for Dynamic Graphics, to Explore Multivariate Data with Tours, Michael Kipp, Ursula Laa, and Dianne Cook
Using Web Services to Work with Geodata in R, Jan-Philipp Kolb
coxed: An R Package for Computing Duration-Based Quantities from the Cox Proportional Hazards Model, Jonathan Kropko and Jeffrey J. Harden
Time Series Forecasting with KNN in R: The tsfknn Package, Francisco Martínez, María P. Frías, Francisco Charte, and Antonio J. Rivera
Editorial, Norm Matloff
The R Package trafo for Transforming Linear Regression Models, Lily Medina, Ann-Kristin Kreutzmann, Natalia Rojas-Perilla, and Piedad Castro
Optimization Routines for Enforcing One-to-One Matches in Record Linkage Problems, Diego Moretti, Luca Valentino, and Tiziana Tuoto
spGARCH: An R-Package for Spatial and Spatiotemporal ARCH and GARCH models, Philipp Otto
Whats for dynr: A Package for Linear and Nonlinear Dynamic Modeling in R, Lu Ou, Michael D. Hunter, and Sy-Miin Chow
MDFS: MultiDimensional Feature Selection in R, Radosław Piliszek, Krzysztof Mnich, Szymon Migacz, Paweł Tabaszewski, Andrzej Sułecki, Aneta Polewko-Klim, and Witold Rudnicki
BINCOR: An R package for Estimating the Correlation between Two Unevenly Spaced Time Series, Josue M. Polanco-Martinez, Martin A. Medina-Elizalde, Maria Fernanda Sanchez Goni, and Manfred Mudelsee
jomo: A Flexible Package for Two-level Joint Modelling Multiple Imputation, Matteo Quartagno, Simon Grund, and James Carpenter
R News, R Core Team
R News, R Core Team
biclustermd: An R Package for Biclustering with Missing Values, John Reisner, Hieu Pham, Sigurdur Olafsson, Stephen Vardeman, and Jing Li
Indoor Positioning and Fingerprinting: The R Package ipft, Emilio Sansano, Raúl Montoliu, Óscar Belmonte, and Joaquín Torres-Sospedra
Time-Series Clustering in R Using the dtwclust Package, Alexis Sardá-Espinosa
RSSampling: A Pioneering Package for Ranked Set Sampling, Busra Sevinc, Bekir Cetintav, Melek Esemen, and Selma Gurler
Title: ipwErrorY: An R Package for Estimation of Average Treatment Effect with Misclassified Binary Outcome, Di Shu and Grace Y. Yi
ConvergenceClubs: A Package for Performing the Phillips and Sul's Club Convergence Clustering Procedure, Roberto Sichera and Pietro Pizzuto
The Landscape of R Packages for Automated Exploratory Data Analysis, Mateusz Staniak and Przemysław Biecek
atable: Create Tables for Clinical Trial Reports, Armin Ströbel
The R Journal (December 2019) 11(2): Complete Issue, The R Foundation
The R Journal (June 2019) 11(1): Complete Issue, The R Foundation
Identifying and Testing Recursive vs. Interdependent Links in Simultaneous Equation Models via the SIRE Package, Gianmarco Vacca and Maria Grazia Zoia
Modeling Regimes with Extremes: The Bayesdfa Package for Identifying and Forecasting Common Trends and Anomalies in Multivariate Time-Series Data, Eric J. Ward, Sean C. Anderson, Luis A. Damiano, Mary E. Hunsicker, and Michael A. Litzow
swgee: An R Package for Analyzing Longitudinal Data with Response Missingness and Covariate Measurement Error, Juan Xiong and Grace Y. Yi
cvcrand: A Package for Covariate-constrained Randomization and the Clustered Permutation Test for Cluster Randomized Trials, Hengshi Yu, Fan Li, John A. Gallis, and Elizabeth L. Turner
orthoDr: Semiparametric Dimension Reduction via Orthogonality Constrained, Ruoqing Zhu, Jiyang Zhang, Ruilin Zhao, Peng Xu, Wenzhuo Zhou, and Xin Zhang
2018
ggplot2 Compatible Quantile-Quantile Plots in, Alexandre Almeida, Adam Loy, and Heike Hofmann
ICSOutlier: Unsupervised Outlier Detection for Low-Dimensional Contamination Authors: Structure, Aurore Archimbaud, Klaus Nordhausen, and Anne Ruiz-Gazen
SMM: An R Package for Estimation and Simulation of Discrete-time semi-Markov Models, Vlad Stefan Barbu, Caroline Bérard, Dominique Cellier, Mathilde Sautreuil, and Nicolas Vergne
Collections in R: Review and Proposal, Timothy Barry
Epistemic Game Theory: Putting Algorithms to Work, Bilge Başer and Nalan Cinemre
R Package imputeTestbench to Compare Imputation Methods for Univariate Time Series, Marcus W. Beck, Neeraj Bokde, Gualberto Asencio-Cortés, and Kishore Kulat
Welfare, Inequality and Poverty Analysis with rtip: An Approach Based on Stochastic Dominance, Angel Berihuete, Carmen D. Ramos, and Miguel A. Sordo
News from the Bioconductor Project, Bioconductor Core Team
Nonparametric Independence Tests and k-sample Tests for Large Sample Sizes Using Package HHG, Barak Brill, Yair Heller, and Ruth Heller
RealVAMS: An R Package for Fitting a Multivariate Value-added Model (VAM), Jennifer Broatch, Jennifer Green, and Andrew Karl
rpostgis: Linking R with a PostGIS Spatial Database, David Bucklin and Mathieu Basille
Advanced Bayesian Multilevel Modeling with the R Package brms, Paul-Christian Bürkner
InfoTrad: An R Package for Estimating the Probability of Informed Trading, Duygu Çelik and Murat Tiniç
Snowboot: Bootstrap Methods for Network Inference, Yuzhou Chen, Yulia R. Gel, Vyacheslav Lyubchich, and Kusha Nezafati
onewaytests: An R Package for One-Way Tests in Independent Groups Designs, Osman Dag, Anil Dolgun, and Naime Meric Konar
Conference Report: eRum 2018, Gergely Daróczi
Pstat: An R Package to Assess Population Differentiation in Phenotypic Traits, Stéphane Blondeau Da Silva and Anne Da Silva
addhaz: Contribution of Chronic Diseases to the Disability Burden Using R, Renata Tiene de Carvalho Yokota, Caspar WN Looman, Wilma Johanna Nusselder, Herman Van Oyen, and Geert Molenberghs
revengc: An R package to Reverse Engineer Summarized Data, Samantha Duchscherer, Robert Stewart, and Marie Urban
ArCo: An R package to Estimate Artificial Counterfactuals, Yuri R. Fonseca, Ricardo P. Masini, Marcelo C. Medeiros, and Gabriel F.R. Vasconcelos
Support Vector Machines for Survival Analysis with R, Césaire J.K. Fouodo, Inke R. König, Claus Weihs, Andreas Ziegler, and Marvin N. Wright
Bayesian Testing, Variable Selection and Model Averaging in Linear Models using R with BayesVarSel, Gonzalo Garcia-Donato and Anabel Forte
A System for an Accountable Data Analysis Process in R, Jonathan Gelfond, Martin Goros, Brian Hernandez, and Alex Bokov
Residuals and Diagnostics for Binary and Ordinal Regression Models: An Introduction to the sure Package, Brandon M. Greenwell, Andrew J. McCarthy, Bradley C. Boehmke, and Dungang Liu
HRM: An R Package for Analysing High-dimensional Multi-factor Repeated Measures Authors: Martin Happ, Solomon W. Harrar and Arne C. Bathke, Martin Happ, Solomon W. Harrar, and Arne C. Bathke
rcss: R Package for Optimal Convex Stochastic Switching, Juri Hinz and Jeremy Yee
Changes on CRAN, Kurt Hornik, Uwe Ligges, and Achim Zeileis
R Foundation News, Torsten Hothorn
FHDI: An R Package for Fractional Hot Deck Imputation, Jongho Im, In Ho Cho, and Jae Kwang Kim
Tackling Uncertainties of Species Distribution Model Projections with Package mopa, M. Iturbide, J. Bedia, and J.M. Gutiérrez
lba: An R Package for Latent Budget Analysis, Enio G. Jelihovschi and Ivan Bezerra Allaman
PanJen: An R package for Ranking Transformations in a Linear Regression, Cathrine Ulla Jensen and Toke Emil Panduro
cchs: An R Package for Stratified Case-Cohort Studies, Edmund Jones
mmpf: Monte-Carlo Methods for Prediction Functions, Zachary M. Jones
MGLM: An R Package for Multivariate Categorical Data Analysis, Juhyun Kim, Yiwen Zhang, Joshua Day, and Hua Zhou
RatingScaleReduction Package: Stepwise Rating Scale Item Reduction without Predictability Loss, Waldemar W. Koczkodaj, Feng Li, and Alicja Wolny–Dominiak
dimRed and coRanking - Unifying Dimensionality Reduction in R, Guido Kraemer, Markus Reichstein, and Miguel D. Mahecha
Approximating the Sum of Independent Non-Identical Binomial Random Variables, Boxiang Liu and Thomas Quertermous
Profile Likelihood Estimation of the Correlation Coefficient in the Presence of Left, Right or Interval Censoring and Missing Data, Yanming Li, Brenda W. Gillespie, Kerby Shedden, and John A. Gillespie
stplanr: A Package for Transport Planning, Robin Lovelace and Richard Ellison
R Day Report, Fernando P. Mayer, Walmes M. Zeviani, Wagner H. Bonat, Elias T. Krainski, and Paulo J. Ribeiro Jr.
testforDEP: An R Package for Modern Distribution-free Tests and Visualization Tools for Independence, Jeffrey C. Miecznikowski, En-shuo Hsu, Yanhua Chen, and Albert Vexler
fICA: FastICA Algorithms and Their Improved Variants, Jari Miettinen, Klaus Nordhausen, and Sara Taskinen
Small Area Disease Risk Estimation and Visualization Using R, Paula Moraga
SetMethods: An Add-on R Package for Advanced QCA, Ioana-Elena Oana and Carsten Q. Scheider
Stilt: Easy Emulation of Time Series AR(1) Computer Model Output in Multidimensional Parameter Space, Roman Olson, Kelsey L. Ruckert, Won Chang, Klaus Keller, Murali Haran, and Soon-Il An
LP Algorithms for Portfolio Optimization: The PortfolioOptim Package, Andrzej Palczewski
Simple Features for R: Standardized Support for Spatial Vector Data, Edzer Pebesma
nsROC: An R package for Non-Standard ROC Curve Analysis, Sonia Pérez-Fernández, Pablo Martínez-Camblor, Peter Filzmoser, and Norberto Corral
Changes in R, R Core Team
The utiml Package: Multi-label Classification in R, Adriano Rivolli and Andre C.P.L.F. de Carvalho
Inventorymodel: an R Package for Centralized Inventory Problems, Alejandro Saavedra-Nieves
Generalized Additive Model Multiple Imputation by Chained Equations with Package ImputeRobust, Daniel Salfran and Martin Spiess
Spatial Uncertainty Propagation Analysis with the spup R Package, Kasia Sawicka, Gerard B.M. Heuvelink, and Dennis J.J. Walvoort
SARIMA Analysis and Automated Model Reports with BETS, an R Package, Talitha F. Speranza, Pedro C. Ferreira, and Jonatha A. da Costa
clustMixType: User-Friendly Clustering of Mixed-Type Data in R, Gero Szepannek
GrpString: An R Package for Analysis of Groups of Strings, hui Tang, Elizabeth L. Day, Molly B. Atkinson, and Norbert J. Pienta
The R Journal (July 2018) 10(1): Complete Issue, The R Foundation
Editorial, John Verzani
Editorial, John Verzani
Forecast Combinations in R using the ForecastComb Package, Christoph E. Weiss, Eran Raviv, and Gernot Roetzer
Semiparametric Generalized Linear Models with the gldrm Package, Michael J. Wurm and Paul J. Rathouz
Basis-Adaptive Selection Algorithm in dr-package, Jae Keun Yoo
2017
rpsftm: An R Package for Rank Preserving Structural Failure Time Models, Annabel Allison, Ian R. White, and Simon Bond
Bayesian Regression Models for Interval-censored Data in R, Clifford Anderson-Bergman
Working with Daily Climate Model Output Data in R and the futureheatwaves Package, G Brooke Anderson, Colin Eason, and Elizabeth A. Barnes
Hosting Data Packages via drat: A Case Study with Hurricane Exposure Data, G Brooke Anderson and Dirk Eddelbuettel
A Tidy Data Model for Natural Language Processing using cleanNLP, Taylor Arnold
iotools: High-Performance I/O Tools for R, Taylor Arnold, Michael J. Kane, and Simon Urbanek
Conference Report: R in Insurance 2017, Nicolas Baradel, Christophe Dutang, and Caroline Hillairet
Furniture for Quantitative Scientists, Tyson S. Barrett and Emily Brignone