Table of Contents
Editorial (pp. 4-6)
Dianne Cook
Contributed Research Articles
SEEDCCA: An Integrated R-Package for Canonical Correlation Analysis and Partial Least Squares (p. 7)
Bo-Young Kim, Yunju Im, Jae Keun Yoo
npcure: An R Package for Nonparametric Inference in Mixture Cure Models (p. 21)
Ana López-Cheda, M. Amalia Jácome, Ignacio López-de- Ullibarri
A Method for Deriving Information from Running R Code (p. 42)
Mark P.J. van der Loo
JMcmprsk: An R Package for Joint Modelling of Longitudinal and Survival Data with Competing Risks (p. 53)
Hong Wang, Ning Li, Shanpeng Li, Gang Li
Wide-to-tall Data Reshaping Using Regular Expressions and the nc Package (p. 69)
Toby Dylan Hocking
Linear Regression with Stationary Errors: the R Package slm (p. 83)
Emmanuel Caron, Jérôme Dedecker, Bertrand Michel
exPrior: An R Package for the Formulation of Ex-Situ Priors (p. 101)
Falk Heße, Karina Cucchi, Nura Kawa, Yoram Rubin
penPHcure: Variable Selection in Proportional Hazards Cure Model with Time-Varying Covariates (p. 116)
Alessandro Beretta, Cédric Heuchenne
The bdpar Package: Big Data Pipelining Architecture for R (p. 130)
Miguel Ferreiro-Díaz, Tomás R. Cotos-Yáñez, José R. Méndez, David Ruano-Ordás
Unidimensional and Multidimensional Methods for Recurrence Quantification Analysis with crqa (p. 145)
Moreno I. Coco, Dan Mønster, Giuseppe Leonardi, Rick Dale, Sebastian Wallot
clustcurv: An R Package for Determining Groups in Multiple Curves (p. 164)
Nora M. Villanueva, Marta Sestelo, Luis Meira-Machado, Javier Roca-Pardiñas
Benchmarking R packages for Calculation of Persistent Homology (p. 184)
Eashwar V. Somasundaram, Shael E. Brown, Adam Litzler, Jacob G. Scott, Raoul R. Wadhwa
Statistical Quality Control with the qcr Package (p. 194)
Miguel Flores, Rubén Fernández-Casal, Salvador Naya, Javier Tarrío-Saavedra
pdynmc: A Package for Estimating Linear Dynamic Panel Data Models Based on Nonlinear Moment Conditions (p. 218)
Markus Fritsch, Andrew Adrian Yu Pua, Joachim Schnurbus
DChaos: An R Package for Chaotic Time Series Analysis (p. 232)
Julio E. Sandubete, Lorenzo Escot
IndexNumber: An R Package for Measuring the Evolution of Magnitudes (p. 253)
Alejandro Saavedra-Nieves, Paula Saavedra-Nieves
garchx: Flexible and Robust GARCH-X Modeling (p. 276)
Genaro Sucarrat
ROBustness In Network (robin): an R Package for Comparison and Validation of Communities (p. 292)
Valeria Policastro, Dario Righelli, Annamaria Carissimo, Luisa Cutillo, Italia De Feis
Finding Optimal Normalizing Transformations via bestNormalize (p. 310)
Ryan A. Peterson
Package wsbackfit for Smooth Backfitting Estimation of Generalized Structured Models (p. 330)
Javier Roca-Pardiñas, María Xosé Rodríguez-Álvarez, Stefan Sperlich
RLumCarlo: Simulating Cold Light using Monte Carlo Methods (p. 351)
Sebastian Kreutzer, Johannes Friedrich, Vasilis Pagonis, Christian Laag, Ena Rajovic, Christoph Schmidt
OneStep : Le Cam’s One-step Estimation Procedure (p. 366)
Alexandre Brouste, Christophe Dutang, Darel Noutsa Mieniedou
The HBV.IANIGLA Hydrological Model (p. 378)
Ezequiel Toum, Mariano H. Masiokas, Ricardo Villalba, Pierre Pitte, Lucas Ruiz
The R Package smicd: Statistical Methods for Interval- Censored Data (p. 396)
Paul Walter
krippendorffsalpha: An R Package for Measuring Agreement Using Krippendorff’s Alpha Coefficient (p. 413)
John Hughes
Working with CRSP/COMPUSTAT in R: Reproducible Empirical Asset Pricing (p. 426)
Majeed Simaan
distr6: R6 Object-Oriented Probability Distributions Interface in R (p. 444)
Raphael Sonabend, Franz J. Király
gofCopula: Goodness-of-Fit Tests for Copulae (p. 467)
Ostap Okhrin, Simon Trimborn, Martin Waltz
Analyzing Dependence between Point Processes in Time Using IndTestPP (p. 499)
Ana C. Cebrián, Jesús Asín
Conversations in Time: Interactive Visualization to Explore Structured Temporal Data (p. 516)
Earo Wang, Dianne Cook
ROCnReg: An R Package for Receiver Operating Characteristic Curve Inference With and Without Covariates (p. 525)
María Xosé Rodríguez-Álvarez, Vanda Inácio
Automating Reproducible, Collaborative Clinical Trial Document Generation with the listdown Package (p. 556)
Michael Kane, Xun Jiang, Simon Urbanek
Towards a Grammar for Processing Clinical Trial Data (p. 563)
Michael J. Kane
Reproducible Summary Tables with the gtsummary Package (p. 570)
Daniel D. Sjoberg, Karissa Whiting, Michael Curry, Jessica A. Lavery, Joseph Larmarange
Regularized Transformation Models: The tramnet Package (p. 581)
Lucas Kook, Torsten Hothorn
BayesSPsurv: An R Package to Estimate Bayesian (Spatial) Split-Population Survival Models (p. 595)
Brandon Bolte, Nicolás Schmidt, Sergio Béjar, Nguyen Huynh, Bumba Mukherjee
stratamatch: Prognostic Score Stratification Using a Pilot Design (p. 614)
Rachael C. Aikens, Joseph Rigdon, Justin Lee, Michael Baiocchi, Andrew B. Goldstone, Peter Chiu, Y. Joseph Woo, Jonathan H. Chen
News and Notes
News from the Bioconductor Project (pp. 631-632)
Bioconductor Core Team
Changes on CRAN (pp. 633-635)
Kurt Hornik, Uwe Ligges, Achim Zeileis
News from the Forwards Taskforce (pp. 636-637)
Heather Turner
Changes in R 4.0–4.1 (pp. 638-640)
Tomas Kalibera, Sebastian Meyer, Kurt Hornik
R Foundation News (p. 641)
Torsten Hothorn
R Medicine 2020: The Power of Going Virtual (pp. 642-647)
Elizabeth J. Atkinson, Peter D. Higgins, Denise Esserman, Michael J. Kane, Steven J. Schwager, Joseph B. Rickert, Daniella Mark, Mara Alexeev, Stephan Kadauke
Conference Report of Why R? Turkey 2021 (pp. 648-653)
Mustafa Cavus, Olgun Aydın, Ozan Evkaya, Ozancan Ozdemir, Deniz Bezer, Ugur Dar