Giné, Evarist; Nickl, Richard Mathematical foundations of infinite-dimensional statistical models. Reprint of the 2016 hardback edition. (English) Zbl 07316272 Cambridge Series in Statistical and Probabilistic Mathematics 40. Cambridge: Cambridge University Press (ISBN 978-1-108-99413-2/pbk; 978-1-00-902281-1/ebook). xiv, 690 p. (2021). MSC: 62-02 62G07 62C10 62C12 62C20 62G05 62G20 42C40 62-03 01A60 62G08 60G15 60B12 PDF BibTeX XML Cite \textit{E. Giné} and \textit{R. Nickl}, Mathematical foundations of infinite-dimensional statistical models. Reprint of the 2016 hardback edition. Cambridge: Cambridge University Press (2021; Zbl 07316272)
Berti, Patrizia; Dreassi, Emanuela; Pratelli, Luca; Rigo, Pietro Asymptotics of certain conditionally identically distributed sequences. (English) Zbl 07290482 Stat. Probab. Lett. 168, Article ID 108923, 10 p. (2021). MSC: 60G25 60F05 60G09 62F15 62M20 PDF BibTeX XML Cite \textit{P. Berti} et al., Stat. Probab. Lett. 168, Article ID 108923, 10 p. (2021; Zbl 07290482) Full Text: DOI
Berti, Patrizia; Dreassi, Emanuela; Pratelli, Luca; Rigo, Pietro A class of models for Bayesian predictive inference. (English) Zbl 07282867 Bernoulli 27, No. 1, 702-726 (2021). MSC: 62G05 62L10 60B10 60F05 60F15 60G09 PDF BibTeX XML Cite \textit{P. Berti} et al., Bernoulli 27, No. 1, 702--726 (2021; Zbl 07282867) Full Text: DOI Euclid
Bassetti, Federico; Casarin, Roberto; Rossini, Luca Hierarchical species sampling models. (English) Zbl 07307950 Bayesian Anal. 15, No. 3, 809-838 (2020). MSC: 62G05 60G57 60G09 PDF BibTeX XML Cite \textit{F. Bassetti} et al., Bayesian Anal. 15, No. 3, 809--838 (2020; Zbl 07307950) Full Text: DOI Euclid
Heaukulani, Creighton; Roy, Daniel M. Gibbs-type Indian buffet processes. (English) Zbl 07307945 Bayesian Anal. 15, No. 3, 683-710 (2020). MSC: 62G05 62C10 60G57 PDF BibTeX XML Cite \textit{C. Heaukulani} and \textit{D. M. Roy}, Bayesian Anal. 15, No. 3, 683--710 (2020; Zbl 07307945) Full Text: DOI Euclid
Lijoi, Antonio; Prünster, Igor; Rigon, Tommaso Sampling hierarchies of discrete random structures. (English) Zbl 1452.62253 Stat. Comput. 30, No. 6, 1591-1607 (2020). MSC: 62G05 60G55 PDF BibTeX XML Cite \textit{A. Lijoi} et al., Stat. Comput. 30, No. 6, 1591--1607 (2020; Zbl 1452.62253) Full Text: DOI
Binette, Olivier; Pati, Debdeep; Dunson, David B. Bayesian closed surface fitting through tensor products. (English) Zbl 07255150 J. Mach. Learn. Res. 21, Paper No. 119, 26 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{O. Binette} et al., J. Mach. Learn. Res. 21, Paper No. 119, 26 p. (2020; Zbl 07255150) Full Text: Link
Williamson, Sinead A.; Zhang, Michael Minyi; Damien, Paul A new class of time dependent latent factor models with applications. (English) Zbl 07255058 J. Mach. Learn. Res. 21, Paper No. 27, 24 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{S. A. Williamson} et al., J. Mach. Learn. Res. 21, Paper No. 27, 24 p. (2020; Zbl 07255058) Full Text: Link
Catalano, Marta; Lijoi, Antonio; Prünster, Igor Approximation of Bayesian models for time-to-event data. (English) Zbl 1448.62043 Electron. J. Stat. 14, No. 2, 3366-3395 (2020). MSC: 62G07 62N05 62M40 60G60 60A10 PDF BibTeX XML Cite \textit{M. Catalano} et al., Electron. J. Stat. 14, No. 2, 3366--3395 (2020; Zbl 1448.62043) Full Text: DOI Euclid
Lü, Hongliang; Arbel, Julyan; Forbes, Florence Bayesian nonparametric priors for hidden Markov random fields. (English) Zbl 1447.62096 Stat. Comput. 30, No. 4, 1015-1035 (2020). MSC: 62M05 62H30 62G05 PDF BibTeX XML Cite \textit{H. Lü} et al., Stat. Comput. 30, No. 4, 1015--1035 (2020; Zbl 1447.62096) Full Text: DOI
Christensen, Jonathan; Ma, Li A Bayesian hierarchical model for related densities by using Pólya trees. (English) Zbl 1440.62240 J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 1, 127-153 (2020). MSC: 62H30 05C90 PDF BibTeX XML Cite \textit{J. Christensen} and \textit{L. Ma}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 1, 127--153 (2020; Zbl 1440.62240) Full Text: DOI
Argiento, Raffaele; Cremaschi, Andrea; Vannucci, Marina Hierarchical normalized completely random measures to cluster grouped data. (English) Zbl 1437.62224 J. Am. Stat. Assoc. 115, No. 529, 318-333 (2020). MSC: 62H30 62G05 62F15 PDF BibTeX XML Cite \textit{R. Argiento} et al., J. Am. Stat. Assoc. 115, No. 529, 318--333 (2020; Zbl 1437.62224) Full Text: DOI
De Blasi, Pierpaolo; Martínez, Asael Fabian; Mena, Ramsés H.; Prünster, Igor On the inferential implications of decreasing weight structures in mixture models. (English) Zbl 07202075 Comput. Stat. Data Anal. 147, Article ID 106940, 14 p. (2020). MSC: 62 PDF BibTeX XML Cite \textit{P. De Blasi} et al., Comput. Stat. Data Anal. 147, Article ID 106940, 14 p. (2020; Zbl 07202075) Full Text: DOI
Karimnezhad, Ali; Zarepour, Mahmoud A general guide in Bayesian and robust Bayesian estimation using Dirichlet processes. (English) Zbl 1440.62122 Metrika 83, No. 3, 321-346 (2020). Reviewer: Wiesław Dziubdziela (Miedziana Góra) MSC: 62G07 60J46 62G35 62P30 PDF BibTeX XML Cite \textit{A. Karimnezhad} and \textit{M. Zarepour}, Metrika 83, No. 3, 321--346 (2020; Zbl 1440.62122) Full Text: DOI
Nickl, Richard; van de Geer, Sara; Wang, Sven Convergence rates for penalized least squares estimators in PDE constrained regression problems. (English) Zbl 1436.62163 SIAM/ASA J. Uncertain. Quantif. 8, 374-413 (2020). MSC: 62G20 65N21 35J10 PDF BibTeX XML Cite \textit{R. Nickl} et al., SIAM/ASA J. Uncertain. Quantif. 8, 374--413 (2020; Zbl 1436.62163) Full Text: DOI
Lau, John W.; Cripps, Edward; Hui, Wendy Variational inference for multiplicative intensity models. (English) Zbl 1440.62109 Stat. Probab. Lett. 161, Article ID 108720, 6 p. (2020). MSC: 62G05 62N02 62-08 PDF BibTeX XML Cite \textit{J. W. Lau} et al., Stat. Probab. Lett. 161, Article ID 108720, 6 p. (2020; Zbl 1440.62109) Full Text: DOI
Hoyos-Argüelles, Ricardo; Nieto-Barajas, Luis A Bayesian semiparametric Archimedean copula. (English) Zbl 07175901 J. Stat. Plann. Inference 206, 298-311 (2020). MSC: 62G05 62F15 62H05 62N05 60E05 PDF BibTeX XML Cite \textit{R. Hoyos-Argüelles} and \textit{L. Nieto-Barajas}, J. Stat. Plann. Inference 206, 298--311 (2020; Zbl 07175901) Full Text: DOI
Antoniano-Villalobos, Isadora; Borgonovo, Emanuele; Lu, Xuefei Nonparametric estimation of probabilistic sensitivity measures. (English) Zbl 1436.62115 Stat. Comput. 30, No. 2, 447-467 (2020). MSC: 62G07 62-08 PDF BibTeX XML Cite \textit{I. Antoniano-Villalobos} et al., Stat. Comput. 30, No. 2, 447--467 (2020; Zbl 1436.62115) Full Text: DOI
Meier, Alexander; Kirch, Claudia; Meyer, Renate Bayesian nonparametric analysis of multivariate time series: a matrix gamma process approach. (English) Zbl 07162898 J. Multivariate Anal. 175, Article ID 104560, 24 p. (2020). MSC: 60G57 60G15 PDF BibTeX XML Cite \textit{A. Meier} et al., J. Multivariate Anal. 175, Article ID 104560, 24 p. (2020; Zbl 07162898) Full Text: DOI
Yu, Weichang; Azizi, Lamiae; Ormerod, John T. Variational nonparametric discriminant analysis. (English) Zbl 07135532 Comput. Stat. Data Anal. 142, Article ID 106817, 16 p. (2020). MSC: 62 PDF BibTeX XML Cite \textit{W. Yu} et al., Comput. Stat. Data Anal. 142, Article ID 106817, 16 p. (2020; Zbl 07135532) Full Text: DOI
Coen, Arrigo; Godínez-Chaparro, Beatriz Compound Dirichlet processes. (English) Zbl 1436.60034 Antoniano-Villalobos, Isadora (ed.) et al., Selected contributions on statistics and data science in Latin America. 33rd “Foro nacional de estadística” (FNE) and 13th “Congreso Latinoamericano de Sociedades de Estadística” (CLATSE), Guadalajara, Mexico, October 1–5, 2018. Cham: Springer. Springer Proc. Math. Stat. 301, 43-58 (2019). MSC: 60G07 60K05 62P10 PDF BibTeX XML Cite \textit{A. Coen} and \textit{B. Godínez-Chaparro}, Springer Proc. Math. Stat. 301, 43--58 (2019; Zbl 1436.60034) Full Text: DOI
Diana, Alex; Griffin, Jim; Matechou, Eleni A polya tree based model for unmarked individuals in an open wildlife population. (English) Zbl 1435.62412 Argiento, Raffaele (ed.) et al., Bayesian statistics and new generations. BAYSM 2018. Selected contributions of the 4th Bayesian Young Statistician Meeting conference, Warwick, UK, July 2–3, 2018. Cham: Springer. Springer Proc. Math. Stat. 296, 3-11 (2019). MSC: 62P12 92D40 62H12 62G05 PDF BibTeX XML Cite \textit{A. Diana} et al., Springer Proc. Math. Stat. 296, 3--11 (2019; Zbl 1435.62412) Full Text: DOI
Zhang, Michael Minyi; Williamson, Sinead A. Embarrassingly parallel inference for Gaussian processes. (English) Zbl 1446.62128 J. Mach. Learn. Res. 20, Paper No. 169, 26 p. (2019). MSC: 62G15 62J10 60G05 68T05 PDF BibTeX XML Cite \textit{M. M. Zhang} and \textit{S. A. Williamson}, J. Mach. Learn. Res. 20, Paper No. 169, 26 p. (2019; Zbl 1446.62128) Full Text: Link
Lorenzi, Elizabeth; Henao, Ricardo; Heller, Katherine Hierarchical infinite factor models for improving the prediction of surgical complications for geriatric patients. (English) Zbl 1435.62395 Ann. Appl. Stat. 13, No. 4, 2637-2661 (2019). MSC: 62P10 62M20 62G05 PDF BibTeX XML Cite \textit{E. Lorenzi} et al., Ann. Appl. Stat. 13, No. 4, 2637--2661 (2019; Zbl 1435.62395) Full Text: DOI Euclid
Singh, Susheela P.; Staicu, Ana-Maria; Dunn, Robert R.; Fierer, Noah; Reich, Brian J. A nonparametric spatial test to identify factors that shape a microbiome. (English) Zbl 1435.62400 Ann. Appl. Stat. 13, No. 4, 2341-2362 (2019). MSC: 62P10 62G10 62H25 PDF BibTeX XML Cite \textit{S. P. Singh} et al., Ann. Appl. Stat. 13, No. 4, 2341--2362 (2019; Zbl 1435.62400) Full Text: DOI Euclid
Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel Latent nested nonparametric priors (with discussion). (English) Zbl 1436.62108 Bayesian Anal. 14, No. 4, 1303-1356 (2019). MSC: 62G05 60G57 62H30 62P10 PDF BibTeX XML Cite \textit{F. Camerlenghi} et al., Bayesian Anal. 14, No. 4, 1303--1356 (2019; Zbl 1436.62108) Full Text: DOI 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 PDF BibTeX XML Cite \textit{A. Cremaschi} et al., Bayesian Anal. 14, No. 4, 1271--1301 (2019; Zbl 1435.62121) Full Text: DOI 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 PDF BibTeX XML Cite \textit{J. Arbel} et al., Bayesian Anal. 14, No. 4, 1201--1219 (2019; Zbl 1435.62076) Full Text: DOI 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 PDF BibTeX XML Cite \textit{G. K. K. King} et al., Bayesian Anal. 14, No. 4, 1121--1141 (2019; Zbl 1435.62348) 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 PDF BibTeX XML Cite \textit{C. Kirch} et al., Bayesian Anal. 14, No. 4, 1037--1073 (2019; Zbl 1435.62332) Full Text: DOI Euclid
Lawless, Caroline; Arbel, Julyan A simple proof of Pitman-Yor’s Chinese restaurant process from its stick-breaking representation. (English) Zbl 1434.62045 Depend. Model. 7, 45-52 (2019). MSC: 62G07 97K50 60G05 PDF BibTeX XML Cite \textit{C. Lawless} and \textit{J. Arbel}, Depend. Model. 7, 45--52 (2019; Zbl 1434.62045) Full Text: DOI
Kim, Chanmin; Daniels, Michael J.; Hogan, Joseph W.; Choirat, Christine; Zigler, Corwin M. Bayesian methods for multiple mediators: relating principal stratification and causal mediation in the analysis of power plant emission controls. (English) Zbl 1433.62324 Ann. Appl. Stat. 13, No. 3, 1927-1956 (2019). MSC: 62P12 62P10 62P30 62G05 62H05 PDF BibTeX XML Cite \textit{C. Kim} et al., Ann. Appl. Stat. 13, No. 3, 1927--1956 (2019; Zbl 1433.62324) Full Text: DOI Euclid
Arfé, Andrea; Peluso, Stefano; Muliere, Pietro Reinforced urns and the subdistribution beta-Stacy process prior for competing risks analysis. (English) Zbl 1433.62280 Scand. J. Stat. 46, No. 3, 706-734 (2019). Reviewer: Alessandro Selvitella (Fort Wayne) MSC: 62N01 62G08 PDF BibTeX XML Cite \textit{A. Arfé} et al., Scand. J. Stat. 46, No. 3, 706--734 (2019; Zbl 1433.62280) Full Text: DOI arXiv
Edwards, Matthew C.; Meyer, Renate; Christensen, Nelson Bayesian nonparametric spectral density estimation using B-spline priors. (English) Zbl 1430.62072 Stat. Comput. 29, No. 1, 67-78 (2019). MSC: 62G07 62M15 85A25 65D07 83C35 62-08 PDF BibTeX XML Cite \textit{M. C. Edwards} et al., Stat. Comput. 29, No. 1, 67--78 (2019; Zbl 1430.62072) Full Text: DOI
Abraham, Kweku Nonparametric Bayesian posterior contraction rates for scalar diffusions with high-frequency data. (English) Zbl 1428.62139 Bernoulli 25, No. 4A, 2696-2728 (2019). MSC: 62M05 60J60 62G05 62F15 62G20 PDF BibTeX XML Cite \textit{K. Abraham}, Bernoulli 25, No. 4A, 2696--2728 (2019; Zbl 1428.62139) Full Text: DOI Euclid arXiv
Griffin, Jim Two part envelopes for rejection sampling of some completely random measures. (English) Zbl 07101623 Stat. Probab. Lett. 151, 36-41 (2019). MSC: 60G57 60G51 62F15 PDF BibTeX XML Cite \textit{J. Griffin}, Stat. Probab. Lett. 151, 36--41 (2019; Zbl 07101623) Full Text: DOI
Hatjispyros, Spyridon J.; Nicoleris, Theodoros; Walker, Stephen G. Distributional results relating to the posterior of a Dirichlet process prior. (English) Zbl 07101592 Stat. Probab. Lett. 149, 146-152 (2019). MSC: 62E15 62A01 62G10 60G57 PDF BibTeX XML Cite \textit{S. J. Hatjispyros} et al., Stat. Probab. Lett. 149, 146--152 (2019; Zbl 07101592) Full Text: DOI arXiv
Billio, Monica; Casarin, Roberto; Rossini, Luca Bayesian nonparametric sparse VAR models. (English) Zbl 1452.62883 J. Econom. 212, No. 1, 97-115 (2019). MSC: 62P20 62G05 62F15 62M10 62P05 PDF BibTeX XML Cite \textit{M. Billio} et al., J. Econom. 212, No. 1, 97--115 (2019; Zbl 1452.62883) Full Text: DOI
Geng, Junxian; Bhattacharya, Anirban; Pati, Debdeep Probabilistic community detection with unknown number of communities. (English) Zbl 1420.62271 J. Am. Stat. Assoc. 114, No. 526, 893-905 (2019). MSC: 62H30 62F15 62G10 91C20 PDF BibTeX XML Cite \textit{J. Geng} et al., J. Am. Stat. Assoc. 114, No. 526, 893--905 (2019; Zbl 1420.62271) Full Text: DOI arXiv
Favaro, Stefano; Feng, Shui; Jenkins, Paul A. Bayesian nonparametric analysis of Kingman’s coalescent. (English. French summary) Zbl 1426.62315 Ann. Inst. Henri Poincaré, Probab. Stat. 55, No. 2, 1087-1115 (2019). MSC: 62P10 62G05 62C10 62M05 92D10 PDF BibTeX XML Cite \textit{S. Favaro} et al., Ann. Inst. Henri Poincaré, Probab. Stat. 55, No. 2, 1087--1115 (2019; Zbl 1426.62315) Full Text: DOI Euclid arXiv
Risser, Mark D.; Paciorek, Christopher J.; Stone, Dáithí A. Spatially dependent multiple testing under model misspecification, with application to detection of anthropogenic influence on extreme climate events. (English) Zbl 07095860 J. Am. Stat. Assoc. 114, No. 525, 61-78 (2019). MSC: 62P12 62M30 62H15 PDF BibTeX XML Cite \textit{M. D. Risser} et al., J. Am. Stat. Assoc. 114, No. 525, 61--78 (2019; Zbl 07095860) Full Text: DOI
Zhou, Tingting; Elliott, Michael R.; Little, Roderick J. A. Penalized spline of propensity methods for treatment comparison: rejoinder. (English) Zbl 1418.62180 J. Am. Stat. Assoc. 114, No. 525, 35-38 (2019). MSC: 62G08 62D99 62G35 62J12 PDF BibTeX XML Cite \textit{T. Zhou} et al., J. Am. Stat. Assoc. 114, No. 525, 35--38 (2019; Zbl 1418.62180) Full Text: DOI
Papadogeorgou, Georgia; Li, Fan Discussion of “Penalized spline of propensity methods for treatment comparison”. (English) Zbl 1418.62167 J. Am. Stat. Assoc. 114, No. 525, 32-35 (2019). MSC: 62G08 62D99 62G35 62J12 PDF BibTeX XML Cite \textit{G. Papadogeorgou} and \textit{F. Li}, J. Am. Stat. Assoc. 114, No. 525, 32--35 (2019; Zbl 1418.62167) Full Text: DOI
Yang, Shu; Zeng, Donglin Discussion of “Penalized spline of propensity methods for treatment comparison” by Zhou, Elliott, and Little. (English) Zbl 1418.62178 J. Am. Stat. Assoc. 114, No. 525, 30-32 (2019). MSC: 62G08 62D99 62G35 62J12 PDF BibTeX XML Cite \textit{S. Yang} and \textit{D. Zeng}, J. Am. Stat. Assoc. 114, No. 525, 30--32 (2019; Zbl 1418.62178) Full Text: DOI
Chen, Qingxia; Harrell, Frank E. Jr. Comment: Penalized spline of propensity methods for treatment comparison. (English) Zbl 1418.62153 J. Am. Stat. Assoc. 114, No. 525, 28-30 (2019). MSC: 62G08 62D99 62G35 62J12 PDF BibTeX XML Cite \textit{Q. Chen} and \textit{F. E. Jr. Harrell}, J. Am. Stat. Assoc. 114, No. 525, 28--30 (2019; Zbl 1418.62153) Full Text: DOI
Antonelli, Joseph; Daniels, Michael J. Discussion of PENCOMP. (English) Zbl 1418.62150 J. Am. Stat. Assoc. 114, No. 525, 24-27 (2019). MSC: 62G08 62D99 62G35 62J12 PDF BibTeX XML Cite \textit{J. Antonelli} and \textit{M. J. Daniels}, J. Am. Stat. Assoc. 114, No. 525, 24--27 (2019; Zbl 1418.62150) Full Text: DOI
Branson, Zach; Rischard, Maxime; Bornn, Luke; Miratrix, Luke W. A nonparametric Bayesian methodology for regression discontinuity designs. (English) Zbl 1422.62147 J. Stat. Plann. Inference 202, 14-30 (2019). MSC: 62G08 60G15 62K20 62P99 PDF BibTeX XML Cite \textit{Z. Branson} et al., J. Stat. Plann. Inference 202, 14--30 (2019; Zbl 1422.62147) Full Text: DOI
Zhang, Jianjun; Yang, Lei; Wu, Xianyi Polya tree priors and their estimation with multi-group data. (English) Zbl 1427.62023 Stat. Pap. 60, No. 3, 849-875 (2019). Reviewer: B. L. S. Prakasa Rao (Hyderabad) MSC: 62G05 62F15 62H12 PDF BibTeX XML Cite \textit{J. Zhang} et al., Stat. Pap. 60, No. 3, 849--875 (2019; Zbl 1427.62023) Full Text: DOI
Hejblum, Boris P.; Alkhassim, Chariff; Gottardo, Raphael; Caron, François; Thiébaut, Rodolphe Sequential Dirichlet process mixtures of multivariate skew \(t\)-distributions for model-based clustering of flow cytometry data. (English) Zbl 1417.62310 Ann. Appl. Stat. 13, No. 1, 638-660 (2019). MSC: 62P10 62L12 62H12 62H30 PDF BibTeX XML Cite \textit{B. P. Hejblum} et al., Ann. Appl. Stat. 13, No. 1, 638--660 (2019; Zbl 1417.62310) Full Text: DOI Euclid
Lee, Juhee; Thall, Peter F.; Lin, Steven H. Bayesian semiparametric joint regression analysis of recurrent adverse events and survival in esophageal cancer patients. (English) Zbl 1417.62317 Ann. Appl. Stat. 13, No. 1, 221-247 (2019). MSC: 62P10 62G08 62N05 PDF BibTeX XML Cite \textit{J. Lee} et al., Ann. Appl. Stat. 13, No. 1, 221--247 (2019; Zbl 1417.62317) Full Text: DOI Euclid
Hosseinpouri, Mahdi; Khaledi, Majid Jafari An area-specific stick breaking process for spatial data. (English) Zbl 1420.62413 Stat. Pap. 60, No. 1, 199-221 (2019). Reviewer: Frank Werner (Göttingen) MSC: 62M30 62G05 62P20 PDF BibTeX XML Cite \textit{M. Hosseinpouri} and \textit{M. J. Khaledi}, Stat. Pap. 60, No. 1, 199--221 (2019; Zbl 1420.62413) Full Text: DOI
Campbell, Trevor; Huggins, Jonathan H.; How, Jonathan P.; Broderick, Tamara Truncated random measures. (English) Zbl 07049406 Bernoulli 25, No. 2, 1256-1288 (2019). MSC: 60G57 62F15 PDF BibTeX XML Cite \textit{T. Campbell} et al., Bernoulli 25, No. 2, 1256--1288 (2019; Zbl 07049406) Full Text: DOI Euclid arXiv
Elliott, Lloyd T.; De Iorio, Maria; Favaro, Stefano; Adhikari, Kaustubh; Teh, Yee Whye Modeling population structure under hierarchical Dirichlet processes. (English) Zbl 1416.62601 Bayesian Anal. 14, No. 2, 313-339 (2019). MSC: 62P10 62G08 PDF BibTeX XML Cite \textit{L. T. Elliott} et al., Bayesian Anal. 14, No. 2, 313--339 (2019; Zbl 1416.62601) Full Text: DOI Euclid
Camerlenghi, Federico; Lijoi, Antonio; Orbanz, Peter; Prünster, Igor Distribution theory for hierarchical processes. (English) Zbl 07036195 Ann. Stat. 47, No. 1, 67-92 (2019). MSC: 60G57 62G05 62F15 PDF BibTeX XML Cite \textit{F. Camerlenghi} et al., Ann. Stat. 47, No. 1, 67--92 (2019; Zbl 07036195) Full Text: DOI Euclid
Soriano, Jacopo; Ma, Li Mixture modeling on related samples by \(\psi\)-stick breaking and kernel perturbation. (English) Zbl 1409.62129 Bayesian Anal. 14, No. 1, 161-180 (2019). MSC: 62H30 62G07 62G99 62F15 PDF BibTeX XML Cite \textit{J. Soriano} and \textit{L. Ma}, Bayesian Anal. 14, No. 1, 161--180 (2019; Zbl 1409.62129) Full Text: DOI Euclid
Guglielmi, Alessandra; Ieva, Francesca; Paganoni, Anna Maria; Quintana, Fernardo A. A semiparametric Bayesian joint model for multiple mixed-type outcomes: an application to acute myocardial infarction. (English) Zbl 1414.62444 Adv. Data Anal. Classif., ADAC 12, No. 2, 399-423 (2018). MSC: 62P10 62F15 62J12 PDF BibTeX XML Cite \textit{A. Guglielmi} et al., Adv. Data Anal. Classif., ADAC 12, No. 2, 399--423 (2018; Zbl 1414.62444) Full Text: DOI
Sarkar, Abhra; Chabout, Jonathan; Macopson, Joshua Jones; Jarvis, Erich D.; Dunson, David B. Bayesian semiparametric mixed effects Markov models with application to vocalization syntax. (English) Zbl 1409.62163 J. Am. Stat. Assoc. 113, No. 524, 1515-1527 (2018). MSC: 62M05 62P10 PDF BibTeX XML Cite \textit{A. Sarkar} et al., J. Am. Stat. Assoc. 113, No. 524, 1515--1527 (2018; Zbl 1409.62163) Full Text: DOI
Xu, Dandan; Daniels, Michael J.; Winterstein, Almut G. A Bayesian nonparametric approach to causal inference on quantiles. (English) Zbl 1414.62481 Biometrics 74, No. 3, 986-996 (2018). MSC: 62P10 62G08 62F15 62H30 PDF BibTeX XML Cite \textit{D. Xu} et al., Biometrics 74, No. 3, 986--996 (2018; Zbl 1414.62481) Full Text: DOI
Linero, Antonio R.; Yang, Yun Bayesian regression tree ensembles that adapt to smoothness and sparsity. (English) Zbl 1407.62138 J. R. Stat. Soc., Ser. B, Stat. Methodol. 80, No. 5, 1087-1110 (2018). MSC: 62G08 62C10 PDF BibTeX XML Cite \textit{A. R. Linero} and \textit{Y. Yang}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 80, No. 5, 1087--1110 (2018; Zbl 1407.62138) Full Text: DOI
Kypraios, Theodore; O’Neill, Philip D. Bayesian nonparametrics for stochastic epidemic models. (English) Zbl 1407.62403 Stat. Sci. 33, No. 1, 44-56 (2018). MSC: 62P10 62G08 60G15 92C60 PDF BibTeX XML Cite \textit{T. Kypraios} and \textit{P. D. O'Neill}, Stat. Sci. 33, No. 1, 44--56 (2018; Zbl 1407.62403) Full Text: DOI Euclid
Lim, Kart-Leong; Wang, Han Fast approximation of variational Bayes Dirichlet process mixture using the maximization-maximization algorithm. (English) Zbl 07025950 Int. J. Approx. Reasoning 93, 153-177 (2018). MSC: 62H30 62G07 PDF BibTeX XML Cite \textit{K.-L. Lim} and \textit{H. Wang}, Int. J. Approx. Reasoning 93, 153--177 (2018; Zbl 07025950) Full Text: DOI
Camerlenghi, Federico; Lijoi, Antonio; Prünster, Igor Bayesian nonparametric inference beyond the Gibbs-type framework. (English) Zbl 1408.62052 Scand. J. Stat. 45, No. 4, 1062-1091 (2018). MSC: 62G05 62M20 62P10 92D20 PDF BibTeX XML Cite \textit{F. Camerlenghi} et al., Scand. J. Stat. 45, No. 4, 1062--1091 (2018; Zbl 1408.62052) Full Text: DOI
Bassetti, Federico; Casarin, Roberto; Ravazzolo, Francesco Bayesian nonparametric calibration and combination of predictive distributions. (English) Zbl 1398.62060 J. Am. Stat. Assoc. 113, No. 522, 675-685 (2018). MSC: 62F15 62G99 62M20 PDF BibTeX XML Cite \textit{F. Bassetti} et al., J. Am. Stat. Assoc. 113, No. 522, 675--685 (2018; Zbl 1398.62060) Full Text: DOI
Ranganath, Rajesh; Blei, David M. Correlated random measures. (English) Zbl 1398.60071 J. Am. Stat. Assoc. 113, No. 521, 417-430 (2018). MSC: 60G57 60G15 62F15 PDF BibTeX XML Cite \textit{R. Ranganath} and \textit{D. M. Blei}, J. Am. Stat. Assoc. 113, No. 521, 417--430 (2018; Zbl 1398.60071) Full Text: DOI
Zhang, Jianjun; Qiu, Chunjuan; Wu, Xianyi Bayesian ratemaking with common effects modeled by mixture of Pólya tree processes. (English) Zbl 1416.91227 Insur. Math. Econ. 82, 87-94 (2018). MSC: 91B30 62P05 62F15 PDF BibTeX XML Cite \textit{J. Zhang} et al., Insur. Math. Econ. 82, 87--94 (2018; Zbl 1416.91227) Full Text: DOI
Billio, Monica; Casarin, Roberto; Rossini, Luca Bayesian nonparametric sparse vector autoregressive models. (English) Zbl 1397.62297 Corazza, Marco (ed.) et al., Mathematical and statistical methods for actuarial sciences and finance. MAF 2018. Selected papers based on the presentations at the international conference, Madrid, Spain, April 4–6, 2018. Cham: Springer (ISBN 978-3-319-89823-0/hbk; 978-3-319-89824-7/ebook). 155-160 (2018). MSC: 62M10 62G08 PDF BibTeX XML Cite \textit{M. Billio} et al., in: Mathematical and statistical methods for actuarial sciences and finance. MAF 2018. Selected papers based on the presentations at the international conference, Madrid, Spain, April 4--6, 2018. Cham: Springer. 155--160 (2018; Zbl 1397.62297) Full Text: DOI
Guindani, Michele; Johnson, Wesley O. More nonparametric Bayesian inference in applications. (English) Zbl 1396.62060 Stat. Methods Appl. 27, No. 2, 239-251 (2018). MSC: 62G05 62F15 62J15 62P10 PDF BibTeX XML Cite \textit{M. Guindani} and \textit{W. O. Johnson}, Stat. Methods Appl. 27, No. 2, 239--251 (2018; Zbl 1396.62060) Full Text: DOI
Kottas, Athanasios Discussion of paper “Nonparametric Bayesian inference in applications” by Peter Müller, Fernando A. Quintana and Garritt L. Page. (English) Zbl 1396.62062 Stat. Methods Appl. 27, No. 2, 219-225 (2018). MSC: 62G05 62M30 62F15 PDF BibTeX XML Cite \textit{A. Kottas}, Stat. Methods Appl. 27, No. 2, 219--225 (2018; Zbl 1396.62062) Full Text: DOI
Hartog, Jarno; van Zanten, Harry Nonparametric Bayesian label prediction on a graph. (English) Zbl 06920208 Comput. Stat. Data Anal. 120, 111-131 (2018). MSC: 62 PDF BibTeX XML Cite \textit{J. Hartog} and \textit{H. van Zanten}, Comput. Stat. Data Anal. 120, 111--131 (2018; Zbl 06920208) Full Text: DOI
Riva Palacio, Alan; Leisen, Fabrizio Bayesian nonparametric estimation of survival functions with multiple-samples information. (English) Zbl 06875402 Electron. J. Stat. 12, No. 1, 1330-1357 (2018). MSC: 62F15 60G57 60G51 PDF BibTeX XML Cite \textit{A. Riva Palacio} and \textit{F. Leisen}, Electron. J. Stat. 12, No. 1, 1330--1357 (2018; Zbl 06875402) Full Text: DOI Euclid
Ghanta, Sindhu; Dy, Jennifer G.; Niu, Donglin; Jordan, Michael I. Latent marked Poisson process with applications to object segmentation. (English) Zbl 06873719 Bayesian Anal. 13, No. 1, 85-113 (2018). MSC: 62P10 68T10 62G05 PDF BibTeX XML Cite \textit{S. Ghanta} et al., Bayesian Anal. 13, No. 1, 85--113 (2018; Zbl 06873719) Full Text: DOI Euclid
Broderick, Tamara; Wilson, Ashia C.; Jordan, Michael I. Posteriors, conjugacy, and exponential families for completely random measures. (English) Zbl 1415.62011 Bernoulli 24, No. 4B, 3181-3221 (2018). MSC: 62G05 62C10 62E15 PDF BibTeX XML Cite \textit{T. Broderick} et al., Bernoulli 24, No. 4B, 3181--3221 (2018; Zbl 1415.62011) Full Text: DOI Euclid arXiv
Knapik, Bartek; Salomond, Jean-Bernard A general approach to posterior contraction in nonparametric inverse problems. (English) Zbl 1419.62089 Bernoulli 24, No. 3, 2091-2121 (2018). MSC: 62G08 62C20 PDF BibTeX XML Cite \textit{B. Knapik} and \textit{J.-B. Salomond}, Bernoulli 24, No. 3, 2091--2121 (2018; Zbl 1419.62089) Full Text: DOI Euclid arXiv
Fortini, Sandra; Petrone, Sonia; Sporysheva, Polina On a notion of partially conditionally identically distributed sequences. (English) Zbl 1390.60124 Stochastic Processes Appl. 128, No. 3, 819-846 (2018). MSC: 60G09 60F05 60F15 62F15 PDF BibTeX XML Cite \textit{S. Fortini} et al., Stochastic Processes Appl. 128, No. 3, 819--846 (2018; Zbl 1390.60124) Full Text: DOI arXiv
Ruggiero, Matteo; Sordello, Matteo Clustering dynamics in a class of normalised generalised gamma dependent priors. (English) Zbl 1390.60142 Ann. Inst. Stat. Math. 70, No. 1, 83-98 (2018). Reviewer: Oleksandr Kukush (Kyïv) MSC: 60G20 60G57 60J60 62G05 62H30 PDF BibTeX XML Cite \textit{M. Ruggiero} and \textit{M. Sordello}, Ann. Inst. Stat. Math. 70, No. 1, 83--98 (2018; Zbl 1390.60142) Full Text: DOI
Li, Qiwei; Guindani, Michele; Reich, Brian J.; Bondell, Howard D.; Vannucci, Marina A Bayesian mixture model for clustering and selection of feature occurrence rates under mean constraints. (English) Zbl 07260723 Stat. Anal. Data Min. 10, No. 6, 393-409 (2017). MSC: 62 68 PDF BibTeX XML Cite \textit{Q. Li} et al., Stat. Anal. Data Min. 10, No. 6, 393--409 (2017; Zbl 07260723) Full Text: DOI
Perrone, Valerio; Jenkins, Paul A.; Spanò, Dario; Teh, Yee Whye Poisson random fields for dynamic feature models. (English) Zbl 1442.62070 J. Mach. Learn. Res. 18(2017-2018), Paper No. 127, 45 p. (2017). MSC: 62G05 60G55 62P30 65C05 PDF BibTeX XML Cite \textit{V. Perrone} et al., J. Mach. Learn. Res. 18, Paper No. 127, 45 p. (2017; Zbl 1442.62070) Full Text: Link
Bacallado, S.; Battiston, M.; Favaro, S.; Trippa, L. Sufficientness postulates for Gibbs-type priors and hierarchical generalizations. (English) Zbl 1383.62079 Stat. Sci. 32, No. 4, 487-500 (2017). MSC: 62G05 62F15 62P10 PDF BibTeX XML Cite \textit{S. Bacallado} et al., Stat. Sci. 32, No. 4, 487--500 (2017; Zbl 1383.62079) Full Text: DOI Euclid
DeYoreo, Maria; Kottas, Athanasios A Bayesian nonparametric Markovian model for non-stationary time series. (English) Zbl 1384.62287 Stat. Comput. 27, No. 6, 1525-1538 (2017). MSC: 62M10 62G05 62F15 62P12 PDF BibTeX XML Cite \textit{M. DeYoreo} and \textit{A. Kottas}, Stat. Comput. 27, No. 6, 1525--1538 (2017; Zbl 1384.62287) Full Text: DOI
Castillo, Ismaël Pólya tree posterior distributions on densities. (English. French summary) Zbl 1384.62156 Ann. Inst. Henri Poincaré, Probab. Stat. 53, No. 4, 2074-2102 (2017). MSC: 62G20 62F15 62G07 62G15 PDF BibTeX XML Cite \textit{I. Castillo}, Ann. Inst. Henri Poincaré, Probab. Stat. 53, No. 4, 2074--2102 (2017; Zbl 1384.62156) Full Text: DOI Euclid
Filippi, Sarah; Holmes, Chris C. A Bayesian nonparametric approach to testing for dependence between random variables. (English) Zbl 1384.62146 Bayesian Anal. 12, No. 4, 919-938 (2017). MSC: 62G10 62F15 62C10 PDF BibTeX XML Cite \textit{S. Filippi} and \textit{C. C. Holmes}, Bayesian Anal. 12, No. 4, 919--938 (2017; Zbl 1384.62146) Full Text: DOI Euclid
Ma, Li Adaptive shrinkage in Pólya tree type models. (English) Zbl 1384.62092 Bayesian Anal. 12, No. 3, 779-805 (2017). MSC: 62F15 62G07 62G99 PDF BibTeX XML Cite \textit{L. Ma}, Bayesian Anal. 12, No. 3, 779--805 (2017; Zbl 1384.62092) Full Text: DOI Euclid
Dempsey, Walter; McCullagh, Peter Exchangeable Markov survival processes and weak continuity of predictive distributions. (English) Zbl 06825051 Electron. J. Stat. 11, No. 2, 5406-5451 (2017). MSC: 62N05 62M05 62H12 62G05 PDF BibTeX XML Cite \textit{W. Dempsey} and \textit{P. McCullagh}, Electron. J. Stat. 11, No. 2, 5406--5451 (2017; Zbl 06825051) Full Text: DOI Euclid
Belyi, Dmitriy; Popova, Elmira; Morton, David P.; Damien, Paul Bayesian failure-rate modeling and preventive maintenance optimization. (English) Zbl 1375.90093 Eur. J. Oper. Res. 262, No. 3, 1085-1093 (2017). MSC: 90B25 90C15 62N05 62F15 90B90 PDF BibTeX XML Cite \textit{D. Belyi} et al., Eur. J. Oper. Res. 262, No. 3, 1085--1093 (2017; Zbl 1375.90093) Full Text: DOI
Zhang, Jing; Huang, J.; Wu, Xian Yi Bayesian ratemaking under Dirichlet process mixtures. (English) Zbl 1379.62062 Commun. Stat., Theory Methods 46, No. 22, 11327-11340 (2017). MSC: 62P05 62F15 62G09 60J22 91B30 PDF BibTeX XML Cite \textit{J. Zhang} et al., Commun. Stat., Theory Methods 46, No. 22, 11327--11340 (2017; Zbl 1379.62062) Full Text: DOI
Caron, François; Neiswanger, Willie; Wood, Frank; Doucet, Arnaud; Davy, Manuel Generalized Pólya urn for time-varying Pitman-Yor processes. (English) Zbl 1437.62229 J. Mach. Learn. Res. 18(2017-2018), Paper No. 27, 32 p. (2017). MSC: 62H30 62L12 62G05 60G10 92D30 PDF BibTeX XML Cite \textit{F. Caron} et al., J. Mach. Learn. Res. 18, Paper No. 27, 32 p. (2017; Zbl 1437.62229) Full Text: Link
Sun, Jiehuan; Warren, Joshua L.; Zhao, Hongyu A Bayesian semiparametric factor analysis model for subtype identification. (English) Zbl 1371.92055 Stat. Appl. Genet. Mol. Biol. 16, No. 2, 145-158 (2017). MSC: 92C40 92B15 62P10 62H30 PDF BibTeX XML Cite \textit{J. Sun} et al., Stat. Appl. Genet. Mol. Biol. 16, No. 2, 145--158 (2017; Zbl 1371.92055) Full Text: DOI
Zhou, Xueqin; Yang, Lei; Wu, Xianyi On several estimates to the precision parameter of Dirichlet process prior. (English) Zbl 06777617 Commun. Stat., Simulation Comput. 46, No. 4, 3187-3200 (2017). MSC: 62G05 62H12 PDF BibTeX XML Cite \textit{X. Zhou} et al., Commun. Stat., Simulation Comput. 46, No. 4, 3187--3200 (2017; Zbl 06777617) Full Text: DOI
Ren, You; Fox, Emily B.; Bruce, Andrew Clustering correlated, sparse data streams to estimate a localized housing price index. (English) Zbl 1391.62294 Ann. Appl. Stat. 11, No. 2, 808-839 (2017). MSC: 62P20 62G05 62M10 62H30 91B82 PDF BibTeX XML Cite \textit{Y. Ren} et al., Ann. Appl. Stat. 11, No. 2, 808--839 (2017; Zbl 1391.62294) Full Text: DOI Euclid
Camerlenghi, Federico; Lijoi, Antonio; Prünster, Igor Bayesian prediction with multiple-samples information. (English) Zbl 1369.62116 J. Multivariate Anal. 156, 18-28 (2017). MSC: 62H12 62F15 62G05 60G09 60G57 PDF BibTeX XML Cite \textit{F. Camerlenghi} et al., J. Multivariate Anal. 156, 18--28 (2017; Zbl 1369.62116) Full Text: DOI
Guo, Wentian; Ji, Yuan; Catenacci, Daniel V. T. A subgroup cluster-based Bayesian adaptive design for precision medicine. (English) Zbl 1372.62066 Biometrics 73, No. 2, 367-377 (2017). MSC: 62P10 92C50 PDF BibTeX XML Cite \textit{W. Guo} et al., Biometrics 73, No. 2, 367--377 (2017; Zbl 1372.62066) Full Text: DOI
Watson, J.; Nieto-Barajas, L.; Holmes, C. Characterizing variation of nonparametric random probability measures using the Kullback-Leibler divergence. (English) Zbl 1369.60033 Statistics 51, No. 3, 558-571 (2017). MSC: 60G57 62G05 62F15 PDF BibTeX XML Cite \textit{J. Watson} et al., Statistics 51, No. 3, 558--571 (2017; Zbl 1369.60033) Full Text: DOI
Doshi-Velez, Finale; Williamson, Sinead A. Restricted Indian buffet processes. (English) Zbl 06737707 Stat. Comput. 27, No. 5, 1205-1223 (2017). MSC: 62 PDF BibTeX XML Cite \textit{F. Doshi-Velez} and \textit{S. A. Williamson}, Stat. Comput. 27, No. 5, 1205--1223 (2017; Zbl 06737707) Full Text: DOI
Arbel, Julyan; Prünster, Igor On the truncation error of a superposed gamma process. (English) Zbl 1364.62075 Argiento, Raffaele (ed.) et al., Bayesian statistics in action. BAYSM 2016, Florence, Italy, June 19–21, 2016. Cham: Springer (ISBN 978-3-319-54083-2/hbk; 978-3-319-54084-9/ebook). Springer Proceedings in Mathematics & Statistics 194, 11-19 (2017). MSC: 62G05 62F15 PDF BibTeX XML Cite \textit{J. Arbel} and \textit{I. Prünster}, in: Bayesian statistics in action. BAYSM 2016, Florence, Italy, June 19--21, 2016. Cham: Springer. 11--19 (2017; Zbl 1364.62075) Full Text: DOI
Canale, Antonio; Prünster, Igor Robustifying Bayesian nonparametric mixtures for count data. (English) Zbl 1366.62205 Biometrics 73, No. 1, 174-184 (2017). MSC: 62P10 62G07 62F15 PDF BibTeX XML Cite \textit{A. Canale} and \textit{I. Prünster}, Biometrics 73, No. 1, 174--184 (2017; Zbl 1366.62205) Full Text: DOI
Ma, Li Recursive partitioning and multi-scale modeling on conditional densities. (English) Zbl 1362.62117 Electron. J. Stat. 11, No. 1, 1297-1325 (2017). MSC: 62G99 62F15 62G07 62G20 PDF BibTeX XML Cite \textit{L. Ma}, Electron. J. Stat. 11, No. 1, 1297--1325 (2017; Zbl 1362.62117) Full Text: DOI Euclid
Arbel, Julyan; Favaro, Stefano; Nipoti, Bernardo; Teh, Yee Whye Bayesian nonparametric inference for discovery probabilities: credible intervals and large sample asymptotics. (English) Zbl 1362.62064 Stat. Sin. 27, No. 2, 839-858 (2017). MSC: 62G05 62G20 PDF BibTeX XML Cite \textit{J. Arbel} et al., Stat. Sin. 27, No. 2, 839--858 (2017; Zbl 1362.62064) Full Text: DOI
Griffin, J. E. Sequential Monte Carlo methods for mixtures with normalized random measures with independent increments priors. (English) Zbl 06696856 Stat. Comput. 27, No. 1, 131-145 (2017). MSC: 62 PDF BibTeX XML Cite \textit{J. E. Griffin}, Stat. Comput. 27, No. 1, 131--145 (2017; Zbl 06696856) Full Text: DOI
Arbel, Julyan; Prünster, Igor A moment-matching Ferguson & Klass algorithm. (English) Zbl 06696848 Stat. Comput. 27, No. 1, 3-17 (2017). MSC: 62 PDF BibTeX XML Cite \textit{J. Arbel} and \textit{I. Prünster}, Stat. Comput. 27, No. 1, 3--17 (2017; Zbl 06696848) Full Text: DOI
Canale, Antonio; de Blasi, Pierpaolo Posterior asymptotics of nonparametric location-scale mixtures for multivariate density estimation. (English) Zbl 1377.62106 Bernoulli 23, No. 1, 379-404 (2017). Reviewer: Vjacheslav Vasiliev (Tomsk) MSC: 62G07 62F15 62G20 62H12 PDF BibTeX XML Cite \textit{A. Canale} and \textit{P. de Blasi}, Bernoulli 23, No. 1, 379--404 (2017; Zbl 1377.62106) Full Text: DOI Euclid arXiv