Table of Contents
Editorial (p. 4)
John Verzani
Contributed Research Articles
A System for an Accountable Data Analysis Process in R (p. 6)
Jonathan Gelfond, Martin Goros, Brian Hernandez, Alex Bokov
RealVAMS: An R Package for Fitting a Multivariate Value- added Model (VAM) (p. 22)
Jennifer Broatch, Jennifer Green, Andrew Karl
InfoTrad: An R package for estimating the probability of informed trading (p. 31)
Duygu Çelik, Murat Tiniç
RatingScaleReduction package: stepwise rating scale item reduction without predictability loss (p. 43)
Waldemar W. Koczkodaj, Feng Li, Alicja Wolny–Dominiak
mmpf: Monte-Carlo Methods for Prediction Functions (p. 56)
Zachary M. Jones
Generalized Additive Model Multiple Imputation by Chained Equations With Package ImputeRobust (p. 61)
Daniel Salfran, Martin Spiess
MGLM: An R Package for Multivariate Categorical Data Analysis (p. 73)
Juhyun Kim, Yiwen Zhang, Joshua Day, Hua Zhou
ArCo: An R package to Estimate Artificial Counterfactuals (p. 91)
Yuri R. Fonseca, Ricardo P. Masini, Marcelo C. Medeiros, Gabriel F. R. Vasconcelos
PanJen: An R package for Ranking Transformations in a Linear Regression (p. 109)
Cathrine Ulla Jensen, Toke Emil Panduro
Tackling Uncertainties of Species Distribution Model Projections with Package mopa (p. 122)
M. Iturbide, J. Bedia, J.M. Gutiérrez
FHDI: An R Package for Fractional Hot Deck Imputation (p. 140)
Jongho Im, In Ho Cho, Jae Kwang Kim
Bayesian Testing, Variable Selection and Model Averaging in Linear Models using R with BayesVarSel (p. 155)
Gonzalo Garcia-Donato, Anabel Forte
onewaytests: An R Package for One-Way Tests in Independent Groups Designs (p. 175)
Osman Dag, Anil Dolgun, Naime Meric Konar
Inventorymodel: an R Package for Centralized Inventory Problems (p. 200)
Alejandro Saavedra-Nieves
R Package imputeTestbench to Compare Imputation Methods for Univariate Time Series (p. 218)
Marcus W Beck, Neeraj Bokde, Gualberto Asencio-Cortés, Kishore Kulat
ICSOutlier: Unsupervised Outlier Detection for Low- Dimensional Contamination Structure (p. 234)
Aurore Archimbaud, Klaus Nordhausen, Anne Ruiz-Gazen
rpostgis: Linking R with a PostGIS Spatial Database (p. 251)
David Bucklin, Mathieu Basille
lba: An R Package for Latent Budget Analysis (p. 269)
Enio G. Jelihovschi, Ivan Bezerra Allaman
Semiparametric Generalized Linear Models with the gldrm Package (p. 288)
Michael J. Wurm, Paul J. Rathouz
LP Algorithms for Portfolio Optimization: The PortfolioOptim Package (p. 308)
Andrzej Palczewski
Welfare, Inequality and Poverty Analysis with rtip: An Approach Based on Stochastic Dominance (p. 328)
Angel Berihuete, Carmen D. Ramos, Miguel A. Sordo
dimRed and coRanking—Unifying Dimensionality Reduction in R (p. 342)
Guido Kraemer, Markus Reichstein, Miguel D. Mahecha
GrpString: An R Package for Analysis of Groups of Strings (p. 359)
Hui Tang, Elizabeth L. Day, Molly B. Atkinson, Norbert J. Pienta
Epistemic Game Theory: Putting Algorithms to Work (p. 370)
Bilge Başer, Nalan Cinemre
Residuals and Diagnostics for Binary and Ordinal Regression Models: An Introduction to the sure Package (p. 381)
Brandon M. Greenwell, Andrew J. McCarthy, Bradley C. Boehmke, Dungang Liu
Advanced Bayesian Multilevel Modeling with the R Package brms (p. 395)
Paul-Christian Bürkner
Support Vector Machines for Survival Analysis with R (p. 412)
Césaire J. K. Fouodo, Inke R. König, Claus Weihs, Andreas Ziegler, Marvin N. Wright
Nonparametric Independence Tests and k-sample Tests for Large Sample Sizes Using Package HHG (p. 424)
Barak Brill, Yair Heller, Ruth Heller
Simple Features for R: Standardized Support for Spatial Vector Data (p. 439)
Edzer Pebesma
Pstat: An R Package to Assess Population Differentiation in Phenotypic Traits (p. 447)
Stéphane Blondeau Da Silva, Anne Da Silva
Collections in R: Review and Proposal (p. 455)
Timothy Barry
Approximating the Sum of Independent Non-Identical Binomial Random Variables (p. 472)
Boxiang Liu, Thomas Quertermous
cchs: An R Package for Stratified Case-Cohort Studies (p. 484)
Edmund Jones
Small Area Disease Risk Estimation and Visualization Using R (p. 495)
Paula Moraga
SetMethods: an Add-on R Package for Advanced QCA (p. 507)
Ioana-Elena Oana, Carsten Q. Schneider
HRM: An R Package for Analysing High-dimensional Multi- factor Repeated Measures (p. 534)
Martin Happ, Solomon W. Harrar, Arne C. Bathke
News and Notes
News from the Bioconductor Project (p. 560)
Bioconductor Core Team
Changes in R (pp. 561-570)
R Core Team
Changes on CRAN (pp. 556-559)
Kurt Hornik, Uwe Ligges, Achim Zeileis
Conference Report: eRum 2018 (pp. 549-550)
Gergely Daróczi
R Foundation News (p. 555)
Torsten Hothorn
R Day report (pp. 551-554)
Fernando P. Mayer, Walmes M. Zeviani, Wagner H. Bonat, Elias T. Krainski, Paulo J. Ribeiro Jr