Vol. 100 (2021) | Journal of Statistical Software

Software for Bayesian Statistics

Michela Cameletti, Virgilio Gómez-Rubio

Vol. 100, Issue 1

Paper

New Frontiers in Bayesian Modeling Using the INLA Package in R

Janet Van Niekerk, Haakon Bakka, Håvard Rue, Olaf Schenk

Vol. 100, Issue 2

Paper R package (INLA) R replication code

Sequential Monte Carlo Methods in the nimble and nimbleSMC R Packages

Nicholas Michaud, Perry de Valpine, Daniel Turek, Christopher J. Paciorek, Dao Nguyen

Vol. 100, Issue 3

Paper R package (nimbleSMC) R package (nimble) Replication materials

bamlss: A Lego Toolbox for Flexible Bayesian Regression (and Beyond)

Nikolaus Umlauf, Nadja Klein, Thorsten Simon, Achim Zeileis

Vol. 100, Issue 4

Paper R package (bamlss) R replication code Supplementary data (R binary format)

Bayesian Item Response Modeling in R with brms and Stan

Paul-Christian Bürkner

Vol. 100, Issue 5

Paper R package (brms) R replication code

Efficient Bayesian Structural Equation Modeling in Stan

Edgar C. Merkle, Ellen Fitzsimmons, James Uanhoro, Ben Goodrich

Vol. 100, Issue 6

Paper R package (blavaan) R replication code Replication materials

ABCpy: A High-Performance Computing Perspective to Approximate Bayesian Computation

Ritabrata Dutta, Marcel Schoengens, Lorenzo Pacchiardi, Avinash Ummadisingu, Nicole Widmer, Pierre Künzli, Jukka-Pekka Onnela, Antonietta Mira

Vol. 100, Issue 7

Paper Python package (ABCpy) Replication materials

pexm: A JAGS Module for Applications Involving the Piecewise Exponential Distribution

Vinícius D. Mayrink, João Daniel N. Duarte, Fábio N. Demarqui

Vol. 100, Issue 8

Paper R package (pexm) R replication code Replication materials

qgam: Bayesian Nonparametric Quantile Regression Modeling in R

Matteo Fasiolo, Simon N. Wood, Margaux Zaffran, Raphaël Nedellec, Yannig Goude

Vol. 100, Issue 9

Paper R package (qgam) R replication code

dalmatian: A Package for Fitting Double Hierarchical Linear Models in R via JAGS and nimble

Simon Bonner, Han-Na Kim, David Westneat, Ariane Mutzel, Jonathan Wright, Matthew Schofield

Vol. 100, Issue 10

Paper R package (dalmatian) R replication code

BayesSUR: An R Package for High-Dimensional Multivariate Bayesian Variable and Covariance Selection in Linear Regression

Zhi Zhao, Marco Banterle, Leonardo Bottolo, Sylvia Richardson, Alex Lewin, Manuela Zucknick

Vol. 100, Issue 11

Paper R package (BayesSUR) R replication code

Modeling Univariate and Multivariate Stochastic Volatility in R with stochvol and factorstochvol

Darjus Hosszejni, Gregor Kastner

Vol. 100, Issue 12

Paper R package (stochvol) R package (factorstochvol) R replication code

Shrinkage in the Time-Varying Parameter Model Framework Using the R Package shrinkTVP

Peter Knaus, Angela Bitto-Nemling, Annalisa Cadonna, Sylvia Frühwirth-Schnatter

Vol. 100, Issue 13

Paper R package (shrinkTVP) R replication code

BVAR: Bayesian Vector Autoregressions with Hierarchical Prior Selection in R

Nikolas Kuschnig, Lukas Vashold

Vol. 100, Issue 14

Paper R package (BVAR) R replication code

BNPmix: An R Package for Bayesian Nonparametric Modeling via Pitman-Yor Mixtures

Riccardo Corradin, Antonio Canale, Bernardo Nipoti

Vol. 100, Issue 15

Paper R package (BNPmix) R replication code

A Bayesian Approach for Model-Based Clustering of Several Binary Dissimilarity Matrices: The dmbc Package in R

Sergio Venturini, Raffaella Piccarreta

Vol. 100, Issue 16

Paper R package (dmbc) R replication code

Informed Bayesian Inference for the A/B Test

Quentin F. Gronau, Akash Raj K. N., Eric-Jan Wagenmakers

Vol. 100, Issue 17

Paper R package (abtest) R replication code

BFpack: Flexible Bayes Factor Testing of Scientific Theories in R

Joris Mulder, Donald R. Williams, Xin Gu, Andrew Tomarken, Florian Böing-Messing, Anton Olsson-Collentine, Marlyne Meijerink-Bosman, Janosch Menke, Robbie van Aert, Jean-Paul Fox, Herbert Hoijtink, Yves Rosseel, Eric-Jan Wagenmakers, Caspar van Lissa

Vol. 100, Issue 18

Paper R package (BFpack) R replication code

Applying Meta-Analytic-Predictive Priors with the R Bayesian Evidence Synthesis Tools

Sebastian Weber, Yue Li, John W. Seaman III, Tomoyuki Kakizume, Heinz Schmidli

Vol. 100, Issue 19

Paper R package (RBesT) R replication code

JointAI: Joint Analysis and Imputation of Incomplete Data in R

Nicole S. Erler, Dimitris Rizopoulos, Emmanuel M. E. H. Lesaffre

Vol. 100, Issue 20

Paper R package (JointAI) R replication code

BayesCTDesign: An R Package for Bayesian Trial Design Using Historical Control Data

Barry S. Eggleston, Joseph G. Ibrahim, Becky McNeil, Diane Catellier

Vol. 100, Issue 21

Paper R package (BayesCTDesign) R replication code Replication materials Supplementary tables

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Journal Information

Journal Information

Publisher:Foundation for Open Access Statistics
Editors-in-chief:Bettina Grün, Torsten Hothorn, Rebecca Killick, Nathalie Vialaneix, Achim Zeileis
Board:Editorial Team
ISSN:1548-7660
CODEN:JSSOBK

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