The R Journal, Volume 9, Issue 1, June 2017 – is online!
Table of contents
Editorial Roger Bivand 4
Contributed Research Articles
iotools: High-Performance I/O Tools for R Taylor Arnold, Michael J. Kane and Simon Urbanek 6
IsoGeneGUI: Multiple Approaches for Dose-Response Analysis of Microarray Data Using R Martin Otava, Rudradev Sengupta, Ziv Shkedy, Dan Lin, Setia Pramana, Tobias Verbeke, Philippe Haldermans, Ludwig A. Hothorn, Daniel Gerhard, Rebecca M. Kuiper, Florian Klinglmueller and Adetayo Kasim 14
Network Visualization with ggplot2 Sam Tyner, François Briatte and Heike Hofmann 27
OrthoPanels: An R Package for Estimating a Dynamic Panel Model with Fixed Effects Using the Orthogonal Reparameterization Approach Mark Pickup, Paul Gustafson, Davor Cubranic and Geoffrey Evans 60
The mosaic Package: Helping Students to Think with Data Using R Randall Pruim, Daniel T Kaplan and Nicholas J Horton 77
smoof: Single- and Multi-Objective Optimization Test Functions Jakob Bossek 103
minval: An R package for MINimal VALidation of Stoichiometric Reactions Daniel Osorio, Janneth González and Andrés Pinzón 114
Working with Daily Climate Model Output Data in R and the futureheatwaves Package G. Brooke Anderson, Colin Eason and Elizabeth A. Barnes 124
alineR: an R Package for Optimizing Feature-Weighted Alignments and Linguistic Distances Sean S. Downey, Guowei Sun and Peter Norquest 138
Implementing a Metapopulation Bass Diffusion Model using the R Package deSolve Jim Duggan 153
MDplot: Visualise Molecular Dynamics Christian Margreitter and Chris Oostenbrink 164
On Some Extensions to GA Package: Hybrid Optimisation, Parallelisation and Islands EvolutionOn some extensions to GA package: hybrid optimisation, parallelisation and islands evolution Luca Scrucca 187
imputeTS: Time Series Missing Value Imputation in R Steffen Moritz and Thomas Bartz-Beielstein 207
The NoiseFiltersR Package: Label Noise Preprocessing in R Pablo Morales, Julián Luengo, Luís P.F. Garcia, Ana C. Lorena, André C.P.L.F. de Carvalho and Francisco Herrera 219
coxphMIC: An R Package for Sparse Estimation of Cox Proportional Hazards Models via Approximated Information Criteria Razieh Nabi and Xiaogang Su 229
Update of the nlme Package to Allow a Fixed Standard Deviation of the Residual Error Simon H. Heisterkamp, Engelbertus van Willigen, Paul-Matthias Diderichsen and John Maringwa 239
EMSaov: An R Package for the Analysis of Variance with the Expected Mean Squares and its Shiny Application Hye-Min Choe, Mijeong Kim and Eun-Kyung Lee 252
GsymPoint: An R Package to Estimate the Generalized Symmetry Point, an Optimal Cut-off Point for Binary Classification in Continuous Diagnostic Tests Mónica López-Ratón, Elisa M. Molanes-López, Emilio Letón and Carmen Cadarso-Suárez 262
autoimage: Multiple Heat Maps for Projected Coordinates Joshua P. French 284
Market Area Analysis for Retail and Service Locations with MCI Thomas Wieland 298
PSF: Introduction to R Package for Pattern Sequence Based Forecasting Algorithm Neeraj Bokde, Gualberto Asencio-Cortés, Francisco Martínez-Álvarez and Kishore Kulat 324
flan: An R Package for Inference on Mutation Models. Adrien Mazoyer, Rémy Drouilhet, Stéphane Despréaux and Bernard Ycart 334
Multilabel Classification with R Package mlr Philipp Probst, Quay Au, Giuseppe Casalicchio, Clemens Stachl and Bernd Bischl 352
Counterfactual: An R Package for Counterfactual Analysis Mingli Chen, Victor Chernozhukov, Iván Fernández-Val and Blaise Melly 370
Retrieval and Analysis of Eurostat Open Data with the eurostat Package Leo Lahti, Janne Huovari, Markus Kainu and Przemysław Biecek 385
PGEE: An R Package for Analysis of Longitudinal Data with High-Dimensional Covariates Gul Inan and Lan Wang 393
BayesBinMix: an R Package for Model Based Clustering of Multivariate Binary Data Panagiotis Papastamoulis and Magnus Rattray 403
pdp: An R Package for Constructing Partial Dependence Plots Brandon M. Greenwell 421
checkmate: Fast Argument Checks for Defensive R Programming Michel Lang 437
milr: Multiple-Instance Logistic Regression with Lasso Penalty Ping-Yang Chen, Ching-Chuan Chen, Chun-Hao Yang, Sheng-Mao Chang and Kuo-Jung Lee 446
spcadjust: An R Package for Adjusting for Estimation Error in Control Charts Axel Gandy and Jan Terje Kvaløy 458
Weighted Effect Coding for Observational Data with wec Rense Nieuwenhuis, Manfred te Grotenhuis and Ben Pelzer 477
Hosting Data Packages via drat: A Case Study with Hurricane Exposure Data G. Brooke Anderson and Dirk Eddelbuettel 486
News and Notes
R Foundation News Torsten Hothorn 498
Conference Report: European R Users Meeting 2016 Maciej Beręsewicz, Adolfo Alvarez, Przemysław Biecek, Marcin K. Dyderski, Marcin Kosinski, Jakub Nowosad, Kamil Rotter, Alicja Szabelska-Beręsewicz, Marcin Szymkowiak, Łukasz Wawrowski and Joanna Zyprych-Walczak 501
Changes on CRAN Kurt Hornik, Uwe Ligges and Achim Zeileis 505
News from the Bioconductor Project Bioconductor Core Team 508
Changes in R R Core Team 509