The R Journal (June 2020) 12(1): Complete Issue

Authors

The R Foundation

Date of this Version

6-2020

Document Type

Article

Citation

The R Journal (June 2020) 12(1); Editor: Michael J. Kane

Comments

Copyright 2020, The R Foundation. Open access material. License: CC BY 4.0 International

Abstract

Editorial, Michael J. Kane

Contributed Research Articles

gk: An R Package for the g-and-k and Generalised g-and-h Distributions, Dennis Prangle

NlinTS: An R Package for Causality Detection in Time Series, Youssef Hmamouche

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

tsmp: An R Package for Time Series with Matrix Profile, Francisco Bischoff and Pedro Pereira Rodrigues

Individual-Level Modelling of Infectious Disease Data: EpiILM, Vineetha Warriyar K. V., Waleed Almutiry, and Rob Deardon

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

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

SortedEffects: Sorted Causal Effects in R, Shuowen Chen, Victor Chernozhukov, Iván Fernández-Val, and Ye Luo

npordtests: An R Package of Nonparametric Tests for Equality of Location Against Ordered Alternatives, Bulent Altunkaynak and Hamza Gamgam

lspartition: Partitioning-Based Least Squares Regression, Matias D. Cattaneo, Max H. Farrell, and Yingjie Feng

Skew-t Expected Information Matrix Evaluation and Use for Standard Error Calculations, R. Douglas Martin, Chindhanai Uthaisaad, and Daniel Z. Xia

rcosmo: R Package for Analysis of Spherical, HEALPix and Cosmological Data, Daniel Fryer, Ming Li, and Andriy Olenko

Tools for Analyzing R Code the Tidy Way, Lucy D’Agostino McGowan, Sean Kross, and Jeffrey Leek

spinifex: An R Package for Creating a Manual Tour of Low-dimensional Projections of Multivariate Data, Nicholas Spyrison and Dianne Cook

ari: The Automated R Instructor, Sean Kross, Jeffrey T. Leek, and John Muschelli

CopulaCenR: Copula based Regression Models for Bivariate Censored Data in R, Tao Sun and Ying Ding

mistr: A Computational Framework for Mixture and Composite Distributions, Lukas Sablica and Kurt Hornik

difNLR: Generalized Logistic Regression Models for DIF and DDF Detection, Adéla Hladká and Patrícia Martinková

BayesMallows: An R Package for the Bayesian Mallows Model, Øystein Sørensen, Marta Crispino, Qinghua Liu, and Valeria Vitelli

Variable Importance Plots: An Introduction to the vip Package, Brandon M. Greenwell and Bradley C. Boehmke

SimilaR: R Code Clone and Plagiarism Detection, Maciej Bartoszuk and Marek Gagolewski

Linear Fractional Stable Motion with the rlfsm R Package, Stepan Mazur and Dmitry Otryakhin

The R package NonProbEst for estimation in non-probability surveys, M. Rueda, R. Ferri-García, and L. Castro

ProjectManagement: An R Package for Managing Projects, Juan Carlos Gonçalves-Dosantos, Ignacio García-Jurado, and Julián Costa

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, Karthik Ram, Noam Ross, Lori Shepherd, Péter Sólymos, Tyson Lee Swetnam, Nitesh Turaga, Charlotte Van Petegem, Jason Williams, Craig Willis, and Nan Xiao

Special Articles

S, R, and Data Science, John M. Chambers

Provenance of R’s Gradient Optimizers, John C. Nash

News and Notes

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

Changes on CRAN, Kurt Hornik, Uwe Ligges and Achim Zeileis

R Foundation News, Torsten Hothorn