Articles

missMDA: A Package for Handling Missing Values in Multivariate Data Analysis

Julie Josse, François Husson
Vol. 70, Issue 1
Paper R package (missMDA) R replication code

GMCM: Unsupervised Clustering and Meta-Analysis Using Gaussian Mixture Copula Models

Anders Ellern Bilgrau, Poul Svante Eriksen, Jakob Gulddahl Rasmussen, Hans Erik Johnsen, Karen Dybkaer, Martin Boegsted
Vol. 70, Issue 2
Paper R package (GMCM) R replication code

Quantile-Based Spectral Analysis in an Object-Oriented Framework and a Reference Implementation in R: The quantspec Package

Tobias Kley
Vol. 70, Issue 3
Paper R package (quantspec) R replication code

bartMachine: Machine Learning with Bayesian Additive Regression Trees

Adam Kapelner, Justin Bleich
Vol. 70, Issue 4
Paper R package (bartMachineJARs) R package (bartMachine) Replication materials

TMB: Automatic Differentiation and Laplace Approximation

Kasper Kristensen, Anders Nielsen, Casper W. Berg, Hans Skaug, Bradley M. Bell
Vol. 70, Issue 5
Paper R package (TMB) Replication materials

CircNNTSR: An R Package for the Statistical Analysis of Circular, Multivariate Circular, and Spherical Data Using Nonnegative Trigonometric Sums

Juan José Fernández-Durán, María Mercedes Gregorio-Domínguez
Vol. 70, Issue 6
Paper R package (CircNNTSR) R replication code

Robust Estimation of the Generalized Loggamma Model: The R Package robustloggamma

Claudio Agostinelli, Alfio Marazzi, Víctor J. Yohai, Alex Randriamiharisoa
Vol. 70, Issue 7
Paper R package (robustloggamma) R replication code

flexsurv: A Platform for Parametric Survival Modeling in R

Christopher Jackson
Vol. 70, Issue 8
Paper R package (flexsurv) R replication code

ggmcmc: Analysis of MCMC Samples and Bayesian Inference

Xavier Fernández-i-Marín
Vol. 70, Issue 9
Paper R package (ggmcmc) R replication code

Monitoring Count Time Series in R: Aberration Detection in Public Health Surveillance

Maëlle Salmon, Dirk Schumacher, Michael Höhle
Vol. 70, Issue 10
Paper R package (surveillance) R replication code Replication data sets

Code Snippets

Generating Correlated and/or Overdispersed Count Data: A SAS Implementation

George Kalema, Geert Molenberghs
Vol. 70, Code Snippet 1
Paper SAS source code SAS replication code

Confidence Band for the Differences between Two Direct Adjusted Survival Curves

Hong Wang, Xu Zhang
Vol. 70, Code Snippet 2
Paper SAS source code SAS source code SAS replication code Replication data set Simulation source code R source code

TableMaker: An Excel Macro for Publication-Quality Tables

Marek Hlavac
Vol. 70, Code Snippet 3
Paper VBA macro Replication materials

Book Reviews

Meta-Analysis with R

James P. Howard, II.
Vol. 70, Book Review 1
Paper

Regression Modeling Strategies with Applications to Linear Models, Logistic and Ordinal Regression and Survival Analysis (2nd Edition)

James E. Helmreich
Vol. 70, Book Review 2
Paper

Modern Optimization with R

Diego Andres Perez Ruiz
Vol. 70, Book Review 3
Paper

Numerical Python: A Practical Techniques Approach for Industry

Norman Matloff
Vol. 70, Book Review 4
Paper

Multivariate Nonparametric Regression and Visualization. With R and Applications to Finance

Marlene Müller
Vol. 70, Book Review 5
Paper