Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel [Beraha, Mario; Guglielmi, Alessandra; Liu, Vera; Müller, Peter; Quintana, Fernando A.; Jara, Alejandro; Ma, Li; Robert, Christian P.; Leisen, Fabrizio; Riva Palacio, Alan; Aliverti, Emanuele; Paganin, Sally; Rigon, Tommaso; Russo, Massimiliano] Latent nested nonparametric priors (with discussion). (English) Zbl 1436.62108 Bayesian Anal. 14, No. 4, 1303-1356 (2019). MSC: 62G05 60G57 62H30 62P10 PDFBibTeX XMLCite \textit{F. Camerlenghi} et al., Bayesian Anal. 14, No. 4, 1303--1356 (2019; Zbl 1436.62108) Full Text: DOI arXiv Euclid
Cremaschi, Andrea; Argiento, Raffaele; Shoemaker, Katherine; Peterson, Christine; Vannucci, Marina Hierarchical normalized completely random measures for robust graphical modeling. (English) Zbl 1435.62121 Bayesian Anal. 14, No. 4, 1271-1301 (2019). MSC: 62G05 62P10 62H12 60G57 62H30 PDFBibTeX XMLCite \textit{A. Cremaschi} et al., Bayesian Anal. 14, No. 4, 1271--1301 (2019; Zbl 1435.62121) Full Text: DOI Euclid
Lee, Jeong Eun; Nicholls, Geoff K.; Ryder, Robin J. Calibration procedures for approximate Bayesian credible sets. (English) Zbl 07159875 Bayesian Anal. 14, No. 4, 1245-1269 (2019). MSC: 65C05 68W25 62F15 PDFBibTeX XMLCite \textit{J. E. Lee} et al., Bayesian Anal. 14, No. 4, 1245--1269 (2019; Zbl 07159875) Full Text: DOI arXiv Euclid
Datta, Abhirup; Banerjee, Sudipto; Hodges, James S.; Gao, Leiwen Spatial disease mapping using directed acyclic graph auto-regressive (DAGAR) models. (English) Zbl 1435.62319 Bayesian Anal. 14, No. 4, 1221-1244 (2019). MSC: 62M10 62P10 62H11 05C90 62F15 PDFBibTeX XMLCite \textit{A. Datta} et al., Bayesian Anal. 14, No. 4, 1221--1244 (2019; Zbl 1435.62319) Full Text: DOI arXiv Euclid
Arbel, Julyan; De Blasi, Pierpaolo; Prünster, Igor Stochastic approximations to the Pitman-Yor process. (English) Zbl 1435.62076 Bayesian Anal. 14, No. 4, 1201-1219 (2019). MSC: 62E20 62C10 60G57 62L20 PDFBibTeX XMLCite \textit{J. Arbel} et al., Bayesian Anal. 14, No. 4, 1201--1219 (2019; Zbl 1435.62076) Full Text: DOI arXiv Euclid
Gruber, Lutz F.; Stuber, Erica F.; Wszola, Lyndsie S.; Fontaine, Joseph J. Estimating the use of public lands: integrated modeling of open populations with convolution likelihood ecological abundance regression. (English) Zbl 1435.62326 Bayesian Anal. 14, No. 4, 1173-1199 (2019). MSC: 62M10 62P10 62H30 60E07 PDFBibTeX XMLCite \textit{L. F. Gruber} et al., Bayesian Anal. 14, No. 4, 1173--1199 (2019; Zbl 1435.62326) Full Text: DOI Euclid
Klein, Nadja; Smith, Michael Stanley Implicit copulas from Bayesian regularized regression smoothers. (English) Zbl 1435.62178 Bayesian Anal. 14, No. 4, 1143-1171 (2019). MSC: 62H05 62G08 62J12 65D07 PDFBibTeX XMLCite \textit{N. Klein} and \textit{M. S. Smith}, Bayesian Anal. 14, No. 4, 1143--1171 (2019; Zbl 1435.62178) Full Text: DOI arXiv Euclid
King, Guillaume Kon Kam; Canale, Antonio; Ruggiero, Matteo Bayesian functional forecasting with locally-autoregressive dependent processes. (English) Zbl 1435.62348 Bayesian Anal. 14, No. 4, 1121-1141 (2019). MSC: 62M20 62R10 62M10 62P20 PDFBibTeX XMLCite \textit{G. K. K. King} et al., Bayesian Anal. 14, No. 4, 1121--1141 (2019; Zbl 1435.62348) Full Text: DOI Euclid
Moran, Gemma E.; Ročková, Veronika; George, Edward I. Variance prior forms for high-dimensional Bayesian variable selection. (English) Zbl 1435.62272 Bayesian Anal. 14, No. 4, 1091-1119 (2019). MSC: 62J07 62J05 62P10 PDFBibTeX XMLCite \textit{G. E. Moran} et al., Bayesian Anal. 14, No. 4, 1091--1119 (2019; Zbl 1435.62272) Full Text: DOI arXiv Euclid
Bashir, Amir; Carvalho, Carlos M.; Hahn, P. Richard; Jones, M. Beatrix Post-processing posteriors over precision matrices to produce sparse graph estimates. (English) Zbl 1435.62103 Bayesian Anal. 14, No. 4, 1075-1090 (2019). MSC: 62F15 62H12 62J07 62P05 62H22 PDFBibTeX XMLCite \textit{A. Bashir} et al., Bayesian Anal. 14, No. 4, 1075--1090 (2019; Zbl 1435.62103) Full Text: DOI Euclid
Kirch, Claudia; Edwards, Matthew C.; Meier, Alexander; Meyer, Renate Beyond Whittle: nonparametric correction of a parametric likelihood with a focus on Bayesian time series analysis. (English) Zbl 1435.62332 Bayesian Anal. 14, No. 4, 1037-1073 (2019). MSC: 62M10 83C35 62G09 85A35 PDFBibTeX XMLCite \textit{C. Kirch} et al., Bayesian Anal. 14, No. 4, 1037--1073 (2019; Zbl 1435.62332) Full Text: DOI arXiv Euclid
de Carvalho, Miguel; Page, Garritt L.; Barney, Bradley J. On the geometry of Bayesian inference. (English) Zbl 1435.62106 Bayesian Anal. 14, No. 4, 1013-1036 (2019). MSC: 62F15 60D05 62P10 62A01 PDFBibTeX XMLCite \textit{M. de Carvalho} et al., Bayesian Anal. 14, No. 4, 1013--1036 (2019; Zbl 1435.62106) Full Text: DOI arXiv Euclid