Zhang, Michael Minyi; Williamson, Sinead A.; Pérez-Cruz, Fernando Accelerated parallel non-conjugate sampling for Bayesian non-parametric models. (English) Zbl 07554539 Stat. Comput. 32, No. 3, Paper No. 50, 25 p. (2022). MSC: 62-08 62F15 PDF BibTeX XML Cite \textit{M. M. Zhang} et al., Stat. Comput. 32, No. 3, Paper No. 50, 25 p. (2022; Zbl 07554539) Full Text: DOI OpenURL
Canale, Antonio; Corradin, Riccardo; Nipoti, Bernardo Importance conditional sampling for Pitman-Yor mixtures. (English) Zbl 1486.62002 Stat. Comput. 32, No. 3, Paper No. 40, 18 p. (2022). MSC: 62-08 62G07 62F15 65C40 PDF BibTeX XML Cite \textit{A. Canale} et al., Stat. Comput. 32, No. 3, Paper No. 40, 18 p. (2022; Zbl 1486.62002) Full Text: DOI OpenURL
Binette, Olivier; Guillotte, Simon Bayesian nonparametrics for directional statistics. (English) Zbl 1477.62400 J. Stat. Plann. Inference 216, 118-134 (2022). MSC: 62R40 62G07 62H11 PDF BibTeX XML Cite \textit{O. Binette} and \textit{S. Guillotte}, J. Stat. Plann. Inference 216, 118--134 (2022; Zbl 1477.62400) Full Text: DOI arXiv OpenURL
Ayed, Fadhel; Caron, François Nonnegative Bayesian nonparametric factor models with completely random measures. (English) Zbl 1475.62016 Stat. Comput. 31, No. 5, Paper No. 63, 24 p. (2021). MSC: 62-08 62H25 PDF BibTeX XML Cite \textit{F. Ayed} and \textit{F. Caron}, Stat. Comput. 31, No. 5, Paper No. 63, 24 p. (2021; Zbl 1475.62016) Full Text: DOI arXiv OpenURL
Donelli, Nicola; Peluso, Stefano; Mira, Antonietta A Bayesian semiparametric vector multiplicative error model. (English) Zbl 07422745 Comput. Stat. Data Anal. 161, Article ID 107242, 15 p. (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{N. Donelli} et al., Comput. Stat. Data Anal. 161, Article ID 107242, 15 p. (2021; Zbl 07422745) Full Text: DOI arXiv OpenURL
McDonald, Shaun; Campbell, David A review of uncertainty quantification for density estimation. (English) Zbl 07379433 Stat. Surv. 15, 1-71 (2021). Reviewer: B. L. S. Prakasa Rao (Hyderabad) MSC: 62G07 PDF BibTeX XML Cite \textit{S. McDonald} and \textit{D. Campbell}, Stat. Surv. 15, 1--71 (2021; Zbl 07379433) Full Text: DOI OpenURL
Lukemire, Joshua; Kundu, Suprateek; Pagnoni, Giuseppe; Guo, Ying Bayesian joint modeling of multiple brain functional networks. (English) Zbl 1464.62460 J. Am. Stat. Assoc. 116, No. 534, 518-530 (2021). MSC: 62P10 62H22 92C20 PDF BibTeX XML Cite \textit{J. Lukemire} et al., J. Am. Stat. Assoc. 116, No. 534, 518--530 (2021; Zbl 1464.62460) Full Text: DOI arXiv OpenURL
Ni, Yang; Müller, Peter; Diesendruck, Maurice; Williamson, Sinead; Zhu, Yitan; Ji, Yuan Scalable Bayesian nonparametric clustering and classification. (English) Zbl 07499271 J. Comput. Graph. Stat. 29, No. 1, 53-65 (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Ni} et al., J. Comput. Graph. Stat. 29, No. 1, 53--65 (2020; Zbl 07499271) Full Text: DOI OpenURL
Zaharieva, Martina Danielova; Trede, Mark; Wilfling, Bernd Bayesian semiparametric multivariate stochastic volatility with application. (English) Zbl 07484534 Econom. Rev. 39, No. 9, 947-970 (2020). MSC: 62P05 62F15 62G99 62M10 PDF BibTeX XML Cite \textit{M. D. Zaharieva} et al., Econom. Rev. 39, No. 9, 947--970 (2020; Zbl 07484534) Full Text: DOI OpenURL
Tonellato, Stefano F. Bayesian nonparametric clustering as a community detection problem. (English) Zbl 07345892 Comput. Stat. Data Anal. 152, Article ID 107044, 15 p. (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{S. F. Tonellato}, Comput. Stat. Data Anal. 152, Article ID 107044, 15 p. (2020; Zbl 07345892) Full Text: DOI Link OpenURL
Murphy, Keefe; Viroli, Cinzia; Gormley, Isobel Claire Infinite mixtures of infinite factor analysers. (English) Zbl 1459.62118 Bayesian Anal. 15, No. 3, 937-963 (2020). MSC: 62H30 60G20 PDF BibTeX XML Cite \textit{K. Murphy} et al., Bayesian Anal. 15, No. 3, 937--963 (2020; Zbl 1459.62118) Full Text: DOI arXiv Euclid OpenURL
Bassetti, Federico; Casarin, Roberto; Rossini, Luca Hierarchical species sampling models. (English) Zbl 1459.62039 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 1459.62039) Full Text: DOI arXiv Euclid OpenURL
Fang, Guanhua; Ying, Zhiliang Latent theme dictionary model for finding co-occurrent patterns in process data. (English) Zbl 1458.62265 Psychometrika 85, No. 3, 775-811 (2020). MSC: 62P15 62D20 62G07 62-08 65C05 PDF BibTeX XML Cite \textit{G. Fang} and \textit{Z. Ying}, Psychometrika 85, No. 3, 775--811 (2020; Zbl 1458.62265) Full Text: DOI arXiv OpenURL
Xie, Fangzheng; Xu, Yanxun Bayesian repulsive Gaussian mixture model. (English) Zbl 1437.62242 J. Am. Stat. Assoc. 115, No. 529, 187-203 (2020). MSC: 62H30 62F15 62C10 PDF BibTeX XML Cite \textit{F. Xie} and \textit{Y. Xu}, J. Am. Stat. Assoc. 115, No. 529, 187--203 (2020; Zbl 1437.62242) Full Text: DOI arXiv OpenURL
Huang, Yifan; Meng, Shengwang A Bayesian nonparametric model and its application in insurance loss prediction. (English) Zbl 1446.91063 Insur. Math. Econ. 93, 84-94 (2020). MSC: 91G05 62P05 62G08 PDF BibTeX XML Cite \textit{Y. Huang} and \textit{S. Meng}, Insur. Math. Econ. 93, 84--94 (2020; Zbl 1446.91063) Full Text: DOI OpenURL
Barzegar, Zahra; Rivaz, Firoozeh A scalable Bayesian nonparametric model for large spatio-temporal data. (English) Zbl 07206117 Comput. Stat. 35, No. 1, 153-173 (2020). MSC: 65C60 PDF BibTeX XML Cite \textit{Z. Barzegar} and \textit{F. Rivaz}, Comput. Stat. 35, No. 1, 153--173 (2020; Zbl 07206117) Full Text: DOI OpenURL
Gil-Leyva, María F.; Mena, Ramsés H.; Nicoleris, Theodoros Beta-binomial stick-breaking non-parametric prior. (English) Zbl 1440.62159 Electron. J. Stat. 14, No. 1, 1479-1507 (2020). MSC: 62G30 62M02 60J46 62-08 PDF BibTeX XML Cite \textit{M. F. Gil-Leyva} et al., Electron. J. Stat. 14, No. 1, 1479--1507 (2020; Zbl 1440.62159) Full Text: DOI arXiv Euclid OpenURL
Martin, Ryan Empirical priors and posterior concentration rates for a monotone density. (English) Zbl 1437.62132 Sankhyā, Ser. A 81, No. 2, 493-509 (2019). MSC: 62G07 62G30 62C20 PDF BibTeX XML Cite \textit{R. Martin}, Sankhyā, Ser. A 81, No. 2, 493--509 (2019; Zbl 1437.62132) Full Text: DOI arXiv OpenURL
Fang, Guanhua; Liu, Jingchen; Ying, Zhiliang On the identifiability of diagnostic classification models. (English) Zbl 1431.62530 Psychometrika 84, No. 1, 19-40 (2019). MSC: 62P15 62H30 62P10 PDF BibTeX XML Cite \textit{G. Fang} et al., Psychometrika 84, No. 1, 19--40 (2019; Zbl 1431.62530) Full Text: DOI arXiv OpenURL
van der Vaart, Aad Comment: “Bayes, oracle Bayes and empirical Bayes”. (English) Zbl 1420.62030 Stat. Sci. 34, No. 2, 214-218 (2019). MSC: 62C12 62C10 PDF BibTeX XML Cite \textit{A. van der Vaart}, Stat. Sci. 34, No. 2, 214--218 (2019; Zbl 1420.62030) Full Text: DOI Euclid OpenURL
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 arXiv Link OpenURL
Gutiérrez, Luis; Barrientos, Andrés F.; González, Jorge; Taylor-Rodríguez, Daniel A Bayesian nonparametric multiple testing procedure for comparing several treatments against a control. (English) Zbl 1421.62046 Bayesian Anal. 14, No. 2, 649-675 (2019). MSC: 62G10 62G07 62G05 PDF BibTeX XML Cite \textit{L. Gutiérrez} et al., Bayesian Anal. 14, No. 2, 649--675 (2019; Zbl 1421.62046) Full Text: DOI Euclid OpenURL
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 arXiv Euclid OpenURL
Hajjar, S. Bohlouri; Khazaei, S. Bayesian nonparametric survival analysis using mixture of burr XII distributions. (English) Zbl 07550162 Commun. Stat., Simulation Comput. 47, No. 9, 2724-2738 (2018). MSC: 62F15 62C10 68U20 PDF BibTeX XML Cite \textit{S. B. Hajjar} and \textit{S. Khazaei}, Commun. Stat., Simulation Comput. 47, No. 9, 2724--2738 (2018; Zbl 07550162) Full Text: DOI OpenURL
Rostami, Mohammad; Yahya, Mohd Bakri Adam; Yahya, Mohamed Hisham; Ibrahim, Noor Akma Slice sampler algorithm for generalized Pareto distribution. (English) Zbl 1470.62047 Hacet. J. Math. Stat. 47, No. 6, 1690-1714 (2018). MSC: 62F15 60J22 62G32 62P20 PDF BibTeX XML Cite \textit{M. Rostami} et al., Hacet. J. Math. Stat. 47, No. 6, 1690--1714 (2018; Zbl 1470.62047) Full Text: Link OpenURL
Perez, Iker; Hodge, David; Kypraios, Theodore Auxiliary variables for Bayesian inference in multi-class queueing networks. (English) Zbl 1430.62186 Stat. Comput. 28, No. 6, 1187-1200 (2018). MSC: 62M02 65C40 62F15 60K25 PDF BibTeX XML Cite \textit{I. Perez} et al., Stat. Comput. 28, No. 6, 1187--1200 (2018; Zbl 1430.62186) Full Text: DOI arXiv Link OpenURL
Zhou, Mingyuan Nonparametric Bayesian negative binomial factor analysis. (English) Zbl 1407.62113 Bayesian Anal. 13, No. 4, 1065-1093 (2018). MSC: 62G05 62H25 PDF BibTeX XML Cite \textit{M. Zhou}, Bayesian Anal. 13, No. 4, 1065--1093 (2018; Zbl 1407.62113) Full Text: DOI arXiv Euclid OpenURL
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 arXiv OpenURL
Miller, Jeffrey W.; Harrison, Matthew T. Mixture models with a prior on the number of components. (English) Zbl 1398.62066 J. Am. Stat. Assoc. 113, No. 521, 340-356 (2018). MSC: 62F15 60G57 62G05 62G07 62H30 62P10 PDF BibTeX XML Cite \textit{J. W. Miller} and \textit{M. T. Harrison}, J. Am. Stat. Assoc. 113, No. 521, 340--356 (2018; Zbl 1398.62066) Full Text: DOI arXiv Link OpenURL
Argiento, Raffaele; Ruggiero, Matteo Computational challenges and temporal dependence in Bayesian nonparametric models. (English) Zbl 1396.62054 Stat. Methods Appl. 27, No. 2, 231-238 (2018). MSC: 62G05 62F15 PDF BibTeX XML Cite \textit{R. Argiento} and \textit{M. Ruggiero}, Stat. Methods Appl. 27, No. 2, 231--238 (2018; Zbl 1396.62054) Full Text: DOI Link OpenURL
Hatjispyros, Spyridon J.; Merkatas, Christos; Nicoleris, Theodoros; Walker, Stephen G. Dependent mixtures of geometric weights priors. (English) Zbl 1469.62077 Comput. Stat. Data Anal. 119, 1-18 (2018). MSC: 62-08 62G05 PDF BibTeX XML Cite \textit{S. J. Hatjispyros} et al., Comput. Stat. Data Anal. 119, 1--18 (2018; Zbl 1469.62077) Full Text: DOI arXiv OpenURL
Chae, Minwoo; Martin, Ryan; Walker, Stephen G. Convergence of an iterative algorithm to the nonparametric MLE of a mixing distribution. (English) Zbl 1392.62089 Stat. Probab. Lett. 140, 142-146 (2018). MSC: 62G05 62G20 PDF BibTeX XML Cite \textit{M. Chae} et al., Stat. Probab. Lett. 140, 142--146 (2018; Zbl 1392.62089) Full Text: DOI arXiv OpenURL
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 arXiv Euclid OpenURL
Bassetti, Federico; de Giuli, Maria Elena; Nicolino, Enrica; Tarantola, Claudia Multivariate dependence analysis via tree copula models: an application to one-year forward energy contracts. (English) Zbl 1431.62585 Eur. J. Oper. Res. 269, No. 3, 1107-1121 (2018). MSC: 62P20 62H05 62F15 91B74 PDF BibTeX XML Cite \textit{F. Bassetti} et al., Eur. J. Oper. Res. 269, No. 3, 1107--1121 (2018; Zbl 1431.62585) Full Text: DOI OpenURL
Hong, Liang; Martin, Ryan A flexible Bayesian nonparametric model for predicting future insurance claims prediction. (English) Zbl 1414.91201 N. Am. Actuar. J. 21, No. 2, 228-241 (2017). MSC: 91B30 62P05 PDF BibTeX XML Cite \textit{L. Hong} and \textit{R. Martin}, N. Am. Actuar. J. 21, No. 2, 228--241 (2017; Zbl 1414.91201) Full Text: DOI OpenURL
Merkatas, Christos; Kaloudis, Konstantinos; Hatjispyros, Spyridon J. A Bayesian nonparametric approach to reconstruction and prediction of random dynamical systems. (English) Zbl 1388.37065 Chaos 27, No. 6, 063116, 12 p. (2017). MSC: 37H10 62G05 60G57 62F15 62M10 37M10 PDF BibTeX XML Cite \textit{C. Merkatas} et al., Chaos 27, No. 6, 063116, 12 p. (2017; Zbl 1388.37065) Full Text: DOI arXiv OpenURL
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: arXiv Link OpenURL
Shang, Kan; Reilly, Cavan Non parametric Bayesian analysis of the two-sample problem with censoring. (English) Zbl 1384.62153 Commun. Stat., Theory Methods 46, No. 24, 12008-12022 (2017). MSC: 62G10 62F15 62N03 62C10 62P10 PDF BibTeX XML Cite \textit{K. Shang} and \textit{C. Reilly}, Commun. Stat., Theory Methods 46, No. 24, 12008--12022 (2017; Zbl 1384.62153) Full Text: DOI OpenURL
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 arXiv Link OpenURL
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-XX PDF BibTeX XML Cite \textit{J. E. Griffin}, Stat. Comput. 27, No. 1, 131--145 (2017; Zbl 06696856) Full Text: DOI OpenURL
Ho, Chi-san; Damien, Paul; Walker, Stephen Bayesian mode regression using mixtures of triangular densities. (English) Zbl 1422.62105 J. Econom. 197, No. 2, 273-283 (2017). MSC: 62F15 62J05 62G05 PDF BibTeX XML Cite \textit{C.-s. Ho} et al., J. Econom. 197, No. 2, 273--283 (2017; Zbl 1422.62105) Full Text: DOI OpenURL
Jara, Alejandro Theory and computations for the Dirichlet process and related models: an overview. (English) Zbl 1406.62029 Int. J. Approx. Reasoning 81, 128-146 (2017). MSC: 62G05 60G57 62F15 62G07 PDF BibTeX XML Cite \textit{A. Jara}, Int. J. Approx. Reasoning 81, 128--146 (2017; Zbl 1406.62029) Full Text: DOI OpenURL
Gutiérrez, Luis; Mena, Ramsés H.; Ruggiero, Matteo A time dependent Bayesian nonparametric model for air quality analysis. (English) Zbl 1468.62071 Comput. Stat. Data Anal. 95, 161-175 (2016). MSC: 62-08 62P12 62G07 62G99 PDF BibTeX XML Cite \textit{L. Gutiérrez} et al., Comput. Stat. Data Anal. 95, 161--175 (2016; Zbl 1468.62071) Full Text: DOI OpenURL
Virbickaitė, Audronė; Ausín, M. Concepción; Galeano, Pedro A Bayesian non-parametric approach to asymmetric dynamic conditional correlation model with application to portfolio selection. (English) Zbl 1466.62206 Comput. Stat. Data Anal. 100, 814-829 (2016). MSC: 62-08 62F15 62M10 62P05 PDF BibTeX XML Cite \textit{A. Virbickaitė} et al., Comput. Stat. Data Anal. 100, 814--829 (2016; Zbl 1466.62206) Full Text: DOI arXiv OpenURL
Hatjispyros, Spyridon J.; Nicoleris, Theodoros; Walker, Stephen G. Random density functions with common atoms and pairwise dependence. (English) Zbl 1466.62088 Comput. Stat. Data Anal. 101, 236-249 (2016). MSC: 62-08 PDF BibTeX XML Cite \textit{S. J. Hatjispyros} et al., Comput. Stat. Data Anal. 101, 236--249 (2016; Zbl 1466.62088) Full Text: DOI arXiv OpenURL
Schifeling, Tracy A.; Reiter, Jerome P. Incorporating marginal prior information in latent class models. (English) Zbl 1357.62130 Bayesian Anal. 11, No. 2, 499-518 (2016). MSC: 62F15 60G57 62G05 62H17 PDF BibTeX XML Cite \textit{T. A. Schifeling} and \textit{J. P. Reiter}, Bayesian Anal. 11, No. 2, 499--518 (2016; Zbl 1357.62130) Full Text: DOI Euclid OpenURL
Cheng, Wen; Dryden, Ian L.; Huang, Xianzheng Bayesian registration of functions and curves. (English) Zbl 1357.62151 Bayesian Anal. 11, No. 2, 447-475 (2016). MSC: 62G05 62F15 PDF BibTeX XML Cite \textit{W. Cheng} et al., Bayesian Anal. 11, No. 2, 447--475 (2016; Zbl 1357.62151) Full Text: DOI arXiv Euclid OpenURL
Griffin, J. E. An adaptive truncation method for inference in Bayesian nonparametric models. (English) Zbl 1342.62047 Stat. Comput. 26, No. 1-2, 423-441 (2016). MSC: 62G05 62F15 PDF BibTeX XML Cite \textit{J. E. Griffin}, Stat. Comput. 26, No. 1--2, 423--441 (2016; Zbl 1342.62047) Full Text: DOI arXiv Link OpenURL
Argiento, Raffaele; Bianchini, Ilaria; Guglielmi, Alessandra A blocked Gibbs sampler for NGG-mixture models via a priori truncation. (English) Zbl 06591373 Stat. Comput. 26, No. 3, 641-661 (2016). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Argiento} et al., Stat. Comput. 26, No. 3, 641--661 (2016; Zbl 06591373) Full Text: DOI Link OpenURL
Mena, Ramsés H.; Ruggiero, Matteo Dynamic density estimation with diffusive Dirichlet mixtures. (English) Zbl 1388.62099 Bernoulli 22, No. 2, 901-926 (2016). MSC: 62G07 60G57 60J60 62F15 PDF BibTeX XML Cite \textit{R. H. Mena} and \textit{M. Ruggiero}, Bernoulli 22, No. 2, 901--926 (2016; Zbl 1388.62099) Full Text: DOI arXiv Euclid OpenURL
Jin, Xin; Maheu, John M. Bayesian semiparametric modeling of realized covariance matrices. (English) Zbl 1419.62119 J. Econom. 192, No. 1, 19-39 (2016). MSC: 62G99 62F15 62M10 62P05 PDF BibTeX XML Cite \textit{X. Jin} and \textit{J. M. Maheu}, J. Econom. 192, No. 1, 19--39 (2016; Zbl 1419.62119) Full Text: DOI Link OpenURL
Jochmann, Markus Modeling U.S. inflation dynamics: a Bayesian nonparametric approach. (English) Zbl 07536040 Econom. Rev. 34, No. 5, 537-558 (2015). MSC: 62P20 62F15 62G99 62M05 91B62 PDF BibTeX XML Cite \textit{M. Jochmann}, Econom. Rev. 34, No. 5, 537--558 (2015; Zbl 07536040) Full Text: DOI OpenURL
Yang, Mingan; Chen, Lihua; Dong, Guanghui Semiparametric Bayesian accelerated failure time model with interval-censored data. (English) Zbl 1457.62327 J. Stat. Comput. Simulation 85, No. 10, 2049-2058 (2015). MSC: 62N05 62F15 62N01 62P10 PDF BibTeX XML Cite \textit{M. Yang} et al., J. Stat. Comput. Simulation 85, No. 10, 2049--2058 (2015; Zbl 1457.62327) Full Text: DOI OpenURL
Hastie, David I.; Liverani, Silvia; Richardson, Sylvia Sampling from Dirichlet process mixture models with unknown concentration parameter: mixing issues in large data implementations. (English) Zbl 1332.62093 Stat. Comput. 25, No. 5, 1023-1037 (2015). MSC: 62F15 60J22 60G57 62D05 PDF BibTeX XML Cite \textit{D. I. Hastie} et al., Stat. Comput. 25, No. 5, 1023--1037 (2015; Zbl 1332.62093) Full Text: DOI arXiv OpenURL
Favaro, S.; Lomeli, M.; Teh, Y. W. On a class of \(\sigma \)-stable Poisson-Kingman models and an effective marginalized sampler. (English) Zbl 1331.62137 Stat. Comput. 25, No. 1, 67-78 (2015). MSC: 62F15 PDF BibTeX XML Cite \textit{S. Favaro} et al., Stat. Comput. 25, No. 1, 67--78 (2015; Zbl 1331.62137) Full Text: DOI OpenURL
Graziani, Rebecca; Guindani, Michele; Thall, Peter F. Bayesian nonparametric estimation of targeted agent effects on biomarker change to predict clinical outcome. (English) Zbl 1419.62356 Biometrics 71, No. 1, 188-197 (2015). MSC: 62P10 62G99 62F15 62N05 PDF BibTeX XML Cite \textit{R. Graziani} et al., Biometrics 71, No. 1, 188--197 (2015; Zbl 1419.62356) Full Text: DOI OpenURL
Nuñez-Antonio, Gabriel; Ausín, María Concepción; Wiper, Michael P. Bayesian nonparametric models of circular variables based on Dirichlet process mixtures of normal distributions. (English) Zbl 1325.62214 J. Agric. Biol. Environ. Stat. 20, No. 1, 47-64 (2015). MSC: 62P12 62H11 62G05 PDF BibTeX XML Cite \textit{G. Nuñez-Antonio} et al., J. Agric. Biol. Environ. Stat. 20, No. 1, 47--64 (2015; Zbl 1325.62214) Full Text: DOI OpenURL
Kundu, Suprateek; Dunson, David B. Bayes variable selection in semiparametric linear models. (English) Zbl 1367.62069 J. Am. Stat. Assoc. 109, No. 505, 437-447 (2014). MSC: 62F15 62G05 62F12 62J05 PDF BibTeX XML Cite \textit{S. Kundu} and \textit{D. B. Dunson}, J. Am. Stat. Assoc. 109, No. 505, 437--447 (2014; Zbl 1367.62069) Full Text: DOI arXiv Link OpenURL
Lijoi, Antonio; Prünster, Igor Discussion of “On simulation and properties of the stable law” by L. Devroye and L. James. (English) Zbl 1332.65012 Stat. Methods Appl. 23, No. 3, 371-377 (2014). MSC: 65C10 65C05 60E05 60E07 60E10 PDF BibTeX XML Cite \textit{A. Lijoi} and \textit{I. Prünster}, Stat. Methods Appl. 23, No. 3, 371--377 (2014; Zbl 1332.65012) Full Text: DOI Link OpenURL
Rodríguez, Carlos E.; Walker, Stephen G. Univariate Bayesian nonparametric mixture modeling with unimodal kernels. (English) Zbl 1325.62016 Stat. Comput. 24, No. 1, 35-49 (2014). MSC: 62-07 62H30 65C05 PDF BibTeX XML Cite \textit{C. E. Rodríguez} and \textit{S. G. Walker}, Stat. Comput. 24, No. 1, 35--49 (2014; Zbl 1325.62016) Full Text: DOI OpenURL
Ausín, M. Concepción; Galeano, Pedro; Ghosh, Pulak A semiparametric Bayesian approach to the analysis of financial time series with applications to value at risk estimation. (English) Zbl 1305.91244 Eur. J. Oper. Res. 232, No. 2, 350-358 (2014). MSC: 91G70 62P05 91B84 62F15 62G05 62M10 PDF BibTeX XML Cite \textit{M. C. Ausín} et al., Eur. J. Oper. Res. 232, No. 2, 350--358 (2014; Zbl 1305.91244) Full Text: DOI Link OpenURL
Kang, Jian; Nichols, Thomas E.; Wager, Tor D.; Johnson, Timothy D. A Bayesian hierarchical spatial point process model for multi-type neuroimaging meta-analysis. (English) Zbl 1304.62133 Ann. Appl. Stat. 8, No. 3, 1800-1824 (2014). MSC: 62P10 62F15 62G05 62H30 92C55 94A08 60G55 62M30 62M40 PDF BibTeX XML Cite \textit{J. Kang} et al., Ann. Appl. Stat. 8, No. 3, 1800--1824 (2014; Zbl 1304.62133) Full Text: DOI arXiv Euclid OpenURL
Bassetti, Federico; Casarin, Roberto; Leisen, Fabrizio Beta-product dependent Pitman-Yor processes for Bayesian inference. (English) Zbl 1298.62148 J. Econom. 180, No. 1, 49-72 (2014). MSC: 62M10 62G05 62F15 62H30 65C40 62P20 91B62 91B84 PDF BibTeX XML Cite \textit{F. Bassetti} et al., J. Econom. 180, No. 1, 49--72 (2014; Zbl 1298.62148) Full Text: DOI arXiv OpenURL
Norets, Andriy; Pelenis, Justinas Posterior consistency in conditional density estimation by covariate dependent mixtures. (English) Zbl 1296.62083 Econom. Theory 30, No. 3 (2014). MSC: 62G07 62G20 62G05 62F15 PDF BibTeX XML Full Text: DOI OpenURL
Favaro, Stefano; Lomeli, Maria; Nipoti, Bernardo; Teh, Yee Whye On the stick-breaking representation of \(\sigma\)-stable Poisson-Kingman models. (English) Zbl 1298.62049 Electron. J. Stat. 8, No. 1, 1063-1085 (2014). MSC: 62F15 62G05 60G57 PDF BibTeX XML Cite \textit{S. Favaro} et al., Electron. J. Stat. 8, No. 1, 1063--1085 (2014; Zbl 1298.62049) Full Text: DOI Euclid OpenURL
Caron, François; Teh, Yee Whye; Murphy, Thomas Brendan Bayesian nonparametric Plackett-Luce models for the analysis of preferences for college degree programmes. (English) Zbl 1454.62153 Ann. Appl. Stat. 8, No. 2, 1145-1181 (2014). MSC: 62G99 60G57 62F15 62P20 PDF BibTeX XML Cite \textit{F. Caron} et al., Ann. Appl. Stat. 8, No. 2, 1145--1181 (2014; Zbl 1454.62153) Full Text: DOI arXiv OpenURL
Pelenis, Justinas Bayesian regression with heteroscedastic error density and parametric mean function. (English) Zbl 1293.62058 J. Econom. 178, Part 3, 624-638 (2014). MSC: 62F15 62G08 62G07 62G20 PDF BibTeX XML Cite \textit{J. Pelenis}, J. Econom. 178, Part 3, 624--638 (2014; Zbl 1293.62058) Full Text: DOI OpenURL
Pati, Debdeep; Dunson, David B. Bayesian nonparametric regression with varying residual density. (English) Zbl 1281.62102 Ann. Inst. Stat. Math. 66, No. 1, 1-31 (2014). MSC: 62G08 62F15 65C60 PDF BibTeX XML Cite \textit{D. Pati} and \textit{D. B. Dunson}, Ann. Inst. Stat. Math. 66, No. 1, 1--31 (2014; Zbl 1281.62102) Full Text: DOI Link OpenURL
Heinzl, Felix; Tutz, Gerhard Clustering in linear mixed models with approximate Dirichlet process mixtures using EM algorithm. (English) Zbl 07257449 Stat. Model. 13, No. 1, 41-67 (2013). MSC: 62-XX PDF BibTeX XML Cite \textit{F. Heinzl} and \textit{G. Tutz}, Stat. Model. 13, No. 1, 41--67 (2013; Zbl 07257449) Full Text: DOI OpenURL
Griffin, J. E.; Kolossiatis, M.; Steel, M. F. J. Comparing distributions by using dependent normalized random-measure mixtures. (English) Zbl 1411.62083 J. R. Stat. Soc., Ser. B, Stat. Methodol. 75, No. 3, 499-529 (2013). MSC: 62G05 62F15 62E15 60G57 PDF BibTeX XML Cite \textit{J. E. Griffin} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 75, No. 3, 499--529 (2013; Zbl 1411.62083) Full Text: DOI Link OpenURL
Favaro, Stefano; Teh, Yee Whye MCMC for normalized random measure mixture models. (English) Zbl 1331.62138 Stat. Sci. 28, No. 3, 335-359 (2013). MSC: 62F15 60G57 60J22 62G05 PDF BibTeX XML Cite \textit{S. Favaro} and \textit{Y. W. Teh}, Stat. Sci. 28, No. 3, 335--359 (2013; Zbl 1331.62138) Full Text: DOI arXiv Euclid OpenURL
Barrios, Ernesto; Lijoi, Antonio; Nieto-Barajas, Luis E.; Prünster, Igor Modeling with normalized random measure mixture models. (English) Zbl 1331.62120 Stat. Sci. 28, No. 3, 313-334 (2013). MSC: 62F15 60G57 62G05 62G07 PDF BibTeX XML Cite \textit{E. Barrios} et al., Stat. Sci. 28, No. 3, 313--334 (2013; Zbl 1331.62120) Full Text: DOI arXiv Euclid OpenURL
Broderick, Tamara; Jordan, Michael I.; Pitman, Jim Cluster and feature modeling from combinatorial stochastic processes. (English) Zbl 1331.62124 Stat. Sci. 28, No. 3, 289-312 (2013). MSC: 62F15 60G09 62H30 60C05 60G57 62G05 PDF BibTeX XML Cite \textit{T. Broderick} et al., Stat. Sci. 28, No. 3, 289--312 (2013; Zbl 1331.62124) Full Text: DOI arXiv Euclid OpenURL
Jensen, Mark J.; Maheu, John M. Bayesian semiparametric multivariate GARCH modeling. (English) Zbl 1284.62559 J. Econom. 176, No. 1, 3-17 (2013). MSC: 62M10 62G05 62F15 PDF BibTeX XML Cite \textit{M. J. Jensen} and \textit{J. M. Maheu}, J. Econom. 176, No. 1, 3--17 (2013; Zbl 1284.62559) Full Text: DOI Link OpenURL
Kunihama, Tsuyoshi; Dunson, David B. Bayesian modeling of temporal dependence in large sparse contingency tables. (English) Zbl 1283.62120 J. Am. Stat. Assoc. 108, No. 504, 1324-1338 (2013). MSC: 62H17 62F15 62P25 65C40 62G99 PDF BibTeX XML Cite \textit{T. Kunihama} and \textit{D. B. Dunson}, J. Am. Stat. Assoc. 108, No. 504, 1324--1338 (2013; Zbl 1283.62120) Full Text: DOI arXiv Link OpenURL
Hoshino, Takahiro Semiparametric Bayesian estimation for marginal parametric potential outcome modeling: application to causal inference. (English) Zbl 1426.62189 J. Am. Stat. Assoc. 108, No. 504, 1189-1204 (2013). MSC: 62H30 62H25 62G07 62P20 PDF BibTeX XML Cite \textit{T. Hoshino}, J. Am. Stat. Assoc. 108, No. 504, 1189--1204 (2013; Zbl 1426.62189) Full Text: DOI OpenURL
Pati, Debdeep; Dunson, David B.; Tokdar, Surya T. Posterior consistency in conditional distribution estimation. (English) Zbl 1277.62108 J. Multivariate Anal. 116, 456-472 (2013). MSC: 62G07 62F15 62G20 62G08 62M99 PDF BibTeX XML Cite \textit{D. Pati} et al., J. Multivariate Anal. 116, 456--472 (2013; Zbl 1277.62108) Full Text: DOI OpenURL
Fu, Audrey Qiuyan; Russell, Steven; Bray, Sarah J.; Tavaré, Simon Bayesian clustering of replicated time-course gene expression data with weak signals. (English) Zbl 1283.62050 Ann. Appl. Stat. 7, No. 3, 1334-1361 (2013). MSC: 62F15 62P10 92C40 62H30 62-04 65C60 PDF BibTeX XML Cite \textit{A. Q. Fu} et al., Ann. Appl. Stat. 7, No. 3, 1334--1361 (2013; Zbl 1283.62050) Full Text: DOI arXiv Euclid OpenURL
Ahn, Jaeil; Mukherjee, Bhramar; Gruber, Stephen B.; Ghosh, Malay Bayesian semiparametric analysis for two-phase studies of gene-environment interaction. (English) Zbl 1454.62308 Ann. Appl. Stat. 7, No. 1, 543-569 (2013). MSC: 62P10 62F15 62-08 PDF BibTeX XML Cite \textit{J. Ahn} et al., Ann. Appl. Stat. 7, No. 1, 543--569 (2013; Zbl 1454.62308) Full Text: DOI arXiv Euclid OpenURL
Yang, Mingan Bayesian nonparametric centered random effects models with variable selection. (English) Zbl 1441.62541 Biom. J. 55, No. 2, 217-230 (2013). MSC: 62P10 PDF BibTeX XML Cite \textit{M. Yang}, Biom. J. 55, No. 2, 217--230 (2013; Zbl 1441.62541) Full Text: DOI OpenURL
Page, Garritt; Bhattacharya, Abhishek; Dunson, David Classification via Bayesian nonparametric learning of affine subspaces. (English) Zbl 06158335 J. Am. Stat. Assoc. 108, No. 501, 187-201 (2013). MSC: 62-XX PDF BibTeX XML Cite \textit{G. Page} et al., J. Am. Stat. Assoc. 108, No. 501, 187--201 (2013; Zbl 06158335) Full Text: DOI Link OpenURL
White, Nicole; Johnson, Helen; Silburn, Peter; Mengersen, Kerrie Dirichlet process mixture models for unsupervised clustering of symptoms in Parkinson’s disease. (English) Zbl 07263599 J. Appl. Stat. 39, No. 11, 2363-2377 (2012). MSC: 62-XX PDF BibTeX XML Cite \textit{N. White} et al., J. Appl. Stat. 39, No. 11, 2363--2377 (2012; Zbl 07263599) Full Text: DOI Link OpenURL
Rodríguez, Abel Modeling the dynamics of social networks using Bayesian hierarchical blockmodels. (English) Zbl 07260326 Stat. Anal. Data Min. 5, No. 3, 218-234 (2012). MSC: 62-XX 68-XX PDF BibTeX XML Cite \textit{A. Rodríguez}, Stat. Anal. Data Min. 5, No. 3, 218--234 (2012; Zbl 07260326) Full Text: DOI OpenURL
Takahashi, Rikiya Sequential minimal optimization in convex clustering repetitions. (English) Zbl 07260313 Stat. Anal. Data Min. 5, No. 1, 70-89 (2012). MSC: 62-XX 68-XX PDF BibTeX XML Cite \textit{R. Takahashi}, Stat. Anal. Data Min. 5, No. 1, 70--89 (2012; Zbl 07260313) Full Text: DOI OpenURL
Yang, Mingan Bayesian variable selection for logistic mixed model with nonparametric random effects. (English) Zbl 1255.62123 Comput. Stat. Data Anal. 56, No. 9, 2663-2674 (2012). MSC: 62G08 62J12 65C60 PDF BibTeX XML Cite \textit{M. Yang}, Comput. Stat. Data Anal. 56, No. 9, 2663--2674 (2012; Zbl 1255.62123) Full Text: DOI OpenURL
Lau, John W.; Cripps, Ed Bayesian non-parametric mixtures of GARCH(1,1) models. (English) Zbl 1263.62111 J. Probab. Stat. 2012, Article ID 167431, 16 p. (2012). MSC: 62M10 62F15 62G08 62P05 65C40 PDF BibTeX XML Cite \textit{J. W. Lau} and \textit{E. Cripps}, J. Probab. Stat. 2012, Article ID 167431, 16 p. (2012; Zbl 1263.62111) Full Text: DOI OpenURL
Bhattacharya, Abhishek; Dunson, David Nonparametric Bayes classification and hypothesis testing on manifolds. (English) Zbl 1281.62033 J. Multivariate Anal. 111, 1-19 (2012). MSC: 62C10 62F15 62G10 62G20 PDF BibTeX XML Cite \textit{A. Bhattacharya} and \textit{D. Dunson}, J. Multivariate Anal. 111, 1--19 (2012; Zbl 1281.62033) Full Text: DOI OpenURL
Karabatsos, George; Walker, Stephen G. Bayesian nonparametric mixed random utility models. (English) Zbl 1243.62054 Comput. Stat. Data Anal. 56, No. 6, 1714-1722 (2012). MSC: 62G08 62F15 91B08 62J12 65C40 PDF BibTeX XML Cite \textit{G. Karabatsos} and \textit{S. G. Walker}, Comput. Stat. Data Anal. 56, No. 6, 1714--1722 (2012; Zbl 1243.62054) Full Text: DOI OpenURL
Karabatsos, George; Walker, Stephen G. A Bayesian nonparametric causal model. (English) Zbl 1232.62078 J. Stat. Plann. Inference 142, No. 4, 925-934 (2012). MSC: 62G99 62F15 PDF BibTeX XML Cite \textit{G. Karabatsos} and \textit{S. G. Walker}, J. Stat. Plann. Inference 142, No. 4, 925--934 (2012; Zbl 1232.62078) Full Text: DOI Link OpenURL
Rodríguez, Abel; Lenkoski, Alex; Dobra, Adrian Sparse covariance estimation in heterogeneous samples. (English) Zbl 1274.62207 Electron. J. Stat. 5, 981-1014 (2011). MSC: 62F15 62H25 62H30 62M10 62P20 PDF BibTeX XML Cite \textit{A. Rodríguez} et al., Electron. J. Stat. 5, 981--1014 (2011; Zbl 1274.62207) Full Text: DOI arXiv Euclid OpenURL
Kalli, Maria; Griffin, Jim E.; Walker, Stephen G. Slice sampling mixture models. (English) Zbl 1256.65006 Stat. Comput. 21, No. 1, 93-105 (2011). MSC: 65C50 65C05 65C40 60J22 60G15 PDF BibTeX XML Cite \textit{M. Kalli} et al., Stat. Comput. 21, No. 1, 93--105 (2011; Zbl 1256.65006) Full Text: DOI Link OpenURL
Müller, Peter Discussion of “Sampling schemes for generalized DP random effects models”. (English) Zbl 1241.65009 Stat. Methods Appl. 20, No. 3, 299-301 (2011). MSC: 65C05 65C40 62D05 65C60 62-07 60J22 PDF BibTeX XML Cite \textit{P. Müller}, Stat. Methods Appl. 20, No. 3, 299--301 (2011; Zbl 1241.65009) Full Text: DOI OpenURL
Fox, Emily B.; Sudderth, Erik B.; Jordan, Michael I.; Willsky, Alan S. A sticky HDP-HMM with application to speaker diarization. (English) Zbl 1232.62077 Ann. Appl. Stat. 5, No. 2A, 1020-1056 (2011). MSC: 62G99 62F15 62P99 62M99 62L12 65C60 PDF BibTeX XML Cite \textit{E. B. Fox} et al., Ann. Appl. Stat. 5, No. 2A, 1020--1056 (2011; Zbl 1232.62077) Full Text: DOI arXiv OpenURL
Rodriguez, Abel On-line learning for the infinite hidden Markov model. (English) Zbl 1221.62117 Commun. Stat., Simulation Comput. 40, No. 6, 879-893 (2011). MSC: 62L99 65C05 60J99 62F15 62P05 PDF BibTeX XML Cite \textit{A. Rodriguez}, Commun. Stat., Simulation Comput. 40, No. 6, 879--893 (2011; Zbl 1221.62117) Full Text: DOI OpenURL
Bornkamp, Björn; Ickstadt, Katja; Dunson, David Stochastically ordered multiple regression. (English) Zbl 1437.62400 Biostatistics 11, No. 3, 419-431 (2010). MSC: 62P10 PDF BibTeX XML Cite \textit{B. Bornkamp} et al., Biostatistics 11, No. 3, 419--431 (2010; Zbl 1437.62400) Full Text: DOI OpenURL
Song, Xin-Yuan; Pan, Jun-Hao; Kwok, Timothy; Vandenput, Liesbeth; Ohlsson, Claes; Leung, Ping-Chung A semiparametric Bayesian approach for structural equation models. (English) Zbl 1208.62046 Biom. J. 52, No. 3, 314-332 (2010). MSC: 62F15 62F99 62G99 62P10 65C60 PDF BibTeX XML Cite \textit{X.-Y. Song} et al., Biom. J. 52, No. 3, 314--332 (2010; Zbl 1208.62046) Full Text: DOI OpenURL
Fuentes-García, R.; Mena, R. H.; Walker, S. G. A new Bayesian nonparametric mixture model. (English) Zbl 1192.62105 Commun. Stat., Simulation Comput. 39, No. 4, 669-682 (2010). MSC: 62G07 62F15 65C60 PDF BibTeX XML Cite \textit{R. Fuentes-García} et al., Commun. Stat., Simulation Comput. 39, No. 4, 669--682 (2010; Zbl 1192.62105) Full Text: DOI HAL OpenURL
Zobay, O. Mean field inference for the Dirichlet process mixture model. (English) Zbl 1326.62035 Electron. J. Stat. 3, 507-545 (2009). MSC: 62E17 62G07 PDF BibTeX XML Cite \textit{O. Zobay}, Electron. J. Stat. 3, 507--545 (2009; Zbl 1326.62035) Full Text: DOI Euclid OpenURL
Hatjispyros, Spyridon J.; Nicoleris, Theodoros; Walker, Stephen G. A Bayesian nonparametric study of a dynamic nonlinear model. (English) Zbl 1453.62106 Comput. Stat. Data Anal. 53, No. 12, 3948-3956 (2009). MSC: 62-08 PDF BibTeX XML Cite \textit{S. J. Hatjispyros} et al., Comput. Stat. Data Anal. 53, No. 12, 3948--3956 (2009; Zbl 1453.62106) Full Text: DOI OpenURL
Fuentes-García, Ruth; Mena, Ramsés H.; Walker, Stephen G. A nonparametric dependent process for Bayesian regression. (English) Zbl 1159.62027 Stat. Probab. Lett. 79, No. 8, 1112-1119 (2009). MSC: 62G08 62F15 65C60 PDF BibTeX XML Cite \textit{R. Fuentes-García} et al., Stat. Probab. Lett. 79, No. 8, 1112--1119 (2009; Zbl 1159.62027) Full Text: DOI OpenURL