Chakraborty, Saptarshi; Khare, Kshitij Consistent estimation of the spectrum of trace class data augmentation algorithms. (English) Zbl 1428.62409 Bernoulli 25, No. 4B, 3832-3863 (2019). MSC: 62M15 65C05 60J10 60J22 62M05 PDFBibTeX XMLCite \textit{S. Chakraborty} and \textit{K. Khare}, Bernoulli 25, No. 4B, 3832--3863 (2019; Zbl 1428.62409) Full Text: DOI arXiv Euclid
Belomestny, Denis; Gugushvili, Shota; Schauer, Moritz; Spreij, Peter Nonparametric Bayesian inference for Gamma-type Lévy subordinators. (English) Zbl 1427.62020 Commun. Math. Sci. 17, No. 3, 781-816 (2019). MSC: 62G05 60G51 62G20 62P05 PDFBibTeX XMLCite \textit{D. Belomestny} et al., Commun. Math. Sci. 17, No. 3, 781--816 (2019; Zbl 1427.62020) Full Text: DOI arXiv
Neelon, Brian Bayesian zero-inflated negative binomial regression based on Pólya-gamma mixtures. (English) Zbl 1421.62077 Bayesian Anal. 14, No. 3, 829-855 (2019). MSC: 62H30 62J02 62H11 62E15 62P10 PDFBibTeX XMLCite \textit{B. Neelon}, Bayesian Anal. 14, No. 3, 829--855 (2019; Zbl 1421.62077) Full Text: DOI Euclid
Naranjo, Lizbeth; Pérez, Carlos J.; Martín, Jacinto Skewed link-based regression models for misclassified binary data. (English) Zbl 1420.62118 Rev. R. Acad. Cienc. Exactas Fís. Nat., Ser. A Mat., RACSAM 113, No. 2, 1585-1599 (2019). MSC: 62F15 62J12 62M05 PDFBibTeX XMLCite \textit{L. Naranjo} et al., Rev. R. Acad. Cienc. Exactas Fís. Nat., Ser. A Mat., RACSAM 113, No. 2, 1585--1599 (2019; Zbl 1420.62118) Full Text: DOI
Qin, Qian; Hobert, James P.; Khare, Kshitij Estimating the spectral gap of a trace-class Markov operator. (English) Zbl 1466.60139 Electron. J. Stat. 13, No. 1, 1790-1822 (2019). MSC: 60J05 60J22 62F15 62J05 PDFBibTeX XMLCite \textit{Q. Qin} et al., Electron. J. Stat. 13, No. 1, 1790--1822 (2019; Zbl 1466.60139) Full Text: DOI arXiv Euclid
He, Bo; Song, Yan; Zhu, Yuemei; Sha, Qixin; Shen, Yue; Yan, Tianhong; Nian, Rui; Lendasse, Amaury Local receptive fields based extreme learning machine with hybrid filter kernels for image classification. (English) Zbl 1429.94012 Multidimensional Syst. Signal Process. 30, No. 3, 1149-1169 (2019). MSC: 94A08 62H30 68T10 PDFBibTeX XMLCite \textit{B. He} et al., Multidimensional Syst. Signal Process. 30, No. 3, 1149--1169 (2019; Zbl 1429.94012) Full Text: DOI
Loisel, Sébastien; Takane, Yoshio Comparisons among several methods for handling missing data in principal component analysis (PCA). (English) Zbl 1499.62201 Adv. Data Anal. Classif., ADAC 13, No. 2, 495-518 (2019). MSC: 62H25 62R07 PDFBibTeX XMLCite \textit{S. Loisel} and \textit{Y. Takane}, Adv. Data Anal. Classif., ADAC 13, No. 2, 495--518 (2019; Zbl 1499.62201) Full Text: DOI
Gu, Chenyang; Gutman, Roee Development of a common patient assessment scale across the continuum of care: a nested multiple imputation approach. (English) Zbl 1418.62392 Ann. Appl. Stat. 13, No. 1, 466-491 (2019). MSC: 62P10 62H12 62J15 PDFBibTeX XMLCite \textit{C. Gu} and \textit{R. Gutman}, Ann. Appl. Stat. 13, No. 1, 466--491 (2019; Zbl 1418.62392) Full Text: DOI arXiv Euclid
Zhang, Liyuan; Khare, Kshitij; Xing, Zeren Trace class Markov chains for the normal-gamma Bayesian shrinkage model. (English) Zbl 1407.60098 Electron. J. Stat. 13, No. 1, 166-207 (2019). MSC: 60J05 60J20 33C10 PDFBibTeX XMLCite \textit{L. Zhang} et al., Electron. J. Stat. 13, No. 1, 166--207 (2019; Zbl 1407.60098) Full Text: DOI arXiv Euclid
van der Meulen, Frank; Schauer, Moritz Bayesian estimation of incompletely observed diffusions. (English) Zbl 1500.60051 Stochastics 90, No. 5, 641-662 (2018). MSC: 60J60 62F15 PDFBibTeX XMLCite \textit{F. van der Meulen} and \textit{M. Schauer}, Stochastics 90, No. 5, 641--662 (2018; Zbl 1500.60051) Full Text: DOI arXiv
Zhou, Jie; Zhang, Jiajia; Lu, Wenbin Computationally efficient estimation for the generalized odds rate mixture cure model with interval-censored data. (English) Zbl 07498966 J. Comput. Graph. Stat. 27, No. 1, 48-58 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Zhou} et al., J. Comput. Graph. Stat. 27, No. 1, 48--58 (2018; Zbl 07498966) Full Text: DOI Link
Huang, Weihong; Shen, Juan; Chen, Yuguo The self-multiset sampler. (English) Zbl 07498965 J. Comput. Graph. Stat. 27, No. 1, 34-47 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{W. Huang} et al., J. Comput. Graph. Stat. 27, No. 1, 34--47 (2018; Zbl 07498965) Full Text: DOI
Yang, Xiaorong; Narisetty, Naveen Naidu; He, Xuming A new approach to censored quantile regression estimation. (English) Zbl 07498958 J. Comput. Graph. Stat. 27, No. 2, 417-425 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Yang} et al., J. Comput. Graph. Stat. 27, No. 2, 417--425 (2018; Zbl 07498958) Full Text: DOI
Kopra, Juho; Karvanen, Juha; Härkänen, Tommi Bayesian models for data missing not at random in health examination surveys. (English) Zbl 07289501 Stat. Model. 18, No. 2, 113-128 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Kopra} et al., Stat. Model. 18, No. 2, 113--128 (2018; Zbl 07289501) Full Text: DOI arXiv
Micheas, Athanasios C.; Chen, Jiaxun sppmix: Poisson point process modeling using normal mixture models. (English) Zbl 1417.62009 Comput. Stat. 33, No. 4, 1767-1798 (2018). MSC: 62-04 62M30 60G55 62F15 65C40 PDFBibTeX XMLCite \textit{A. C. Micheas} and \textit{J. Chen}, Comput. Stat. 33, No. 4, 1767--1798 (2018; Zbl 1417.62009) Full Text: DOI
Linero, Antonio R.; Bradley, Jonathan R.; Desai, Apurva Multi-rubric models for ordinal spatial data with application to online ratings data. (English) Zbl 1411.62352 Ann. Appl. Stat. 12, No. 4, 2054-2074 (2018). MSC: 62P20 62H11 62G07 PDFBibTeX XMLCite \textit{A. R. Linero} et al., Ann. Appl. Stat. 12, No. 4, 2054--2074 (2018; Zbl 1411.62352) Full Text: DOI arXiv Euclid
Chen, Ning; Zhu, Jun; Chen, Jianfei; Chen, Ting Dropout training for SVMs with data augmentation. (English) Zbl 1405.68280 Front. Comput. Sci. 12, No. 4, 694-713 (2018). MSC: 68T05 62J12 PDFBibTeX XMLCite \textit{N. Chen} et al., Front. Comput. Sci. 12, No. 4, 694--713 (2018; Zbl 1405.68280) Full Text: DOI arXiv
Donner, Christian; Opper, Manfred Efficient Bayesian inference of sigmoidal Gaussian Cox processes. (English) Zbl 1480.62054 J. Mach. Learn. Res. 19, Paper No. 67, 34 p. (2018). MSC: 62F15 60G15 PDFBibTeX XMLCite \textit{C. Donner} and \textit{M. Opper}, J. Mach. Learn. Res. 19, Paper No. 67, 34 p. (2018; Zbl 1480.62054) Full Text: arXiv Link
Duan, Leo L.; Johndrow, James E.; Dunson, David B. Scaling up data augmentation MCMC via calibration. (English) Zbl 1412.62101 J. Mach. Learn. Res. 19, Paper No. 64, 34 p. (2018). MSC: 62J12 68T05 65C05 PDFBibTeX XMLCite \textit{L. L. Duan} et al., J. Mach. Learn. Res. 19, Paper No. 64, 34 p. (2018; Zbl 1412.62101) Full Text: arXiv Link
Wang, Xin; Roy, Vivekananda Convergence analysis of the block Gibbs sampler for Bayesian probit linear mixed models with improper priors. (English) Zbl 1405.60110 Electron. J. Stat. 12, No. 2, 4412-4439 (2018). MSC: 60J05 62F15 PDFBibTeX XMLCite \textit{X. Wang} and \textit{V. Roy}, Electron. J. Stat. 12, No. 2, 4412--4439 (2018; Zbl 1405.60110) Full Text: DOI arXiv Euclid
Czumaj, Artur; Mansour, Yishay; Vardi, Shai Sublinear graph augmentation for fast query implementation. (English) Zbl 1520.68119 Epstein, Leah (ed.) et al., Approximation and online algorithms. 16th international workshop, WAOA 2018, Helsinki, Finland, August 23–24, 2018. Revised selected papers. Cham: Springer. Lect. Notes Comput. Sci. 11312, 181-203 (2018). MSC: 68R10 68P05 68W20 PDFBibTeX XMLCite \textit{A. Czumaj} et al., Lect. Notes Comput. Sci. 11312, 181--203 (2018; Zbl 1520.68119) Full Text: DOI
Wang, Xin; Roy, Vivekananda Geometric ergodicity of Pólya-Gamma Gibbs sampler for Bayesian logistic regression with a flat prior. (English) Zbl 1402.60088 Electron. J. Stat. 12, No. 2, 3295-3311 (2018). MSC: 60J05 62F15 PDFBibTeX XMLCite \textit{X. Wang} and \textit{V. Roy}, Electron. J. Stat. 12, No. 2, 3295--3311 (2018; Zbl 1402.60088) Full Text: DOI arXiv Euclid
Hobert, James P.; Jung, Yeun Ji; Khare, Kshitij; Qin, Qian Convergence analysis of MCMC algorithms for Bayesian multivariate linear regression with non-Gaussian errors. (English) Zbl 1403.62132 Scand. J. Stat. 45, No. 3, 513-533 (2018). MSC: 62J05 60J22 62H12 PDFBibTeX XMLCite \textit{J. P. Hobert} et al., Scand. J. Stat. 45, No. 3, 513--533 (2018; Zbl 1403.62132) Full Text: DOI
Ryu, Duchwan; Bilgili, Devrim; Ergönül, Önder; Liang, Faming; Ebrahimi, Nader A Bayesian generalized linear model for Crimean-Congo hemorrhagic fever incidents. (English) Zbl 1391.62279 J. Agric. Biol. Environ. Stat. 23, No. 1, 153-170 (2018). MSC: 62P12 62F15 PDFBibTeX XMLCite \textit{D. Ryu} et al., J. Agric. Biol. Environ. Stat. 23, No. 1, 153--170 (2018; Zbl 1391.62279) Full Text: DOI
Wang, Xin; Roy, Vivekananda Analysis of the Pólya-gamma block Gibbs sampler for Bayesian logistic linear mixed models. (English) Zbl 1414.62331 Stat. Probab. Lett. 137, 251-256 (2018). MSC: 62J12 60J22 PDFBibTeX XMLCite \textit{X. Wang} and \textit{V. Roy}, Stat. Probab. Lett. 137, 251--256 (2018; Zbl 1414.62331) Full Text: DOI arXiv
Qin, Qian; Hobert, James P. Trace-class Monte Carlo Markov chains for Bayesian multivariate linear regression with non-Gaussian errors. (English) Zbl 1426.62206 J. Multivariate Anal. 166, 335-345 (2018). MSC: 62J05 60J22 62H12 62F15 PDFBibTeX XMLCite \textit{Q. Qin} and \textit{J. P. Hobert}, J. Multivariate Anal. 166, 335--345 (2018; Zbl 1426.62206) Full Text: DOI arXiv
Li, Phillip Efficient MCMC estimation of inflated beta regression models. (English) Zbl 1417.65047 Comput. Stat. 33, No. 1, 127-158 (2018). MSC: 62-08 62F15 62J12 65C05 PDFBibTeX XMLCite \textit{P. Li}, Comput. Stat. 33, No. 1, 127--158 (2018; Zbl 1417.65047) Full Text: DOI
Gu, Chenyang; Gutman, Roee Combining item response theory with multiple imputation to equate health assessment questionnaires. (English) Zbl 1522.62138 Biometrics 73, No. 3, 990-998 (2017). MSC: 62P10 PDFBibTeX XMLCite \textit{C. Gu} and \textit{R. Gutman}, Biometrics 73, No. 3, 990--998 (2017; Zbl 1522.62138) Full Text: DOI
Mollica, Cristina; Petrella, Lea Bayesian binary quantile regression for the analysis of bachelor-to-master transition. (English) Zbl 1516.62489 J. Appl. Stat. 44, No. 15, 2791-2812 (2017). MSC: 62-XX PDFBibTeX XMLCite \textit{C. Mollica} and \textit{L. Petrella}, J. Appl. Stat. 44, No. 15, 2791--2812 (2017; Zbl 1516.62489) Full Text: DOI arXiv Link
Hoegh, Andrew; Crandell, Ian; Klopfer, Scott; Fies, Mike Model selection with missing covariates for policy considerations in fox enclosures. (English) Zbl 1516.62332 J. Appl. Stat. 44, No. 15, 2645-2658 (2017). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Hoegh} et al., J. Appl. Stat. 44, No. 15, 2645--2658 (2017; Zbl 1516.62332) Full Text: DOI
Cagli, Eleonora; Dumas, Cécile; Prouff, Emmanuel Convolutional neural networks with data augmentation against jitter-based countermeasures. Profiling attacks without pre-processing. (English) Zbl 1440.94034 Fischer, Wieland (ed.) et al., Cryptographic hardware and embedded systems – CHES 2017. 19th international conference, Taipei, Taiwan, September 25–28, 2017. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 10529, 45-68 (2017). MSC: 94A60 68P25 PDFBibTeX XMLCite \textit{E. Cagli} et al., Lect. Notes Comput. Sci. 10529, 45--68 (2017; Zbl 1440.94034) Full Text: DOI
Totterdell, James A.; Nur, Darfiana; Mengersen, Kerrie L. Bayesian hidden Markov models in DNA sequence segmentation using R: the case of Simian Vacuolating virus (SV40). (English) Zbl 1492.62177 J. Stat. Comput. Simulation 87, No. 14, 2799-2827 (2017). MSC: 62P10 62M05 62F15 62M10 65C40 PDFBibTeX XMLCite \textit{J. A. Totterdell} et al., J. Stat. Comput. Simulation 87, No. 14, 2799--2827 (2017; Zbl 1492.62177) Full Text: DOI
Sha, Naijun; Ng, Tun Lee Bayesian inference for Birnbaum-Saunders distribution and its generalization. (English) Zbl 07192070 J. Stat. Comput. Simulation 87, No. 12, 2411-2429 (2017). MSC: 62F15 PDFBibTeX XMLCite \textit{N. Sha} and \textit{T. L. Ng}, J. Stat. Comput. Simulation 87, No. 12, 2411--2429 (2017; Zbl 07192070) Full Text: DOI
Leisen, Fabrizio; Rossini, Luca; Villa, Cristiano A note on the posterior inference for the Yule-Simon distribution. (English) Zbl 07191995 J. Stat. Comput. Simulation 87, No. 6, 1179-1188 (2017). MSC: 62-XX PDFBibTeX XMLCite \textit{F. Leisen} et al., J. Stat. Comput. Simulation 87, No. 6, 1179--1188 (2017; Zbl 07191995) Full Text: DOI arXiv
Zheng, Yu; Cai, Tianxi Augmented estimation for t-year survival with censored regression models. (English) Zbl 1405.62223 Biometrics 73, No. 4, 1169-1178 (2017). MSC: 62P10 62N01 62M20 PDFBibTeX XMLCite \textit{Y. Zheng} and \textit{T. Cai}, Biometrics 73, No. 4, 1169--1178 (2017; Zbl 1405.62223) Full Text: DOI Link
Roy, Soumya; Gijo, E. V.; Pradhan, Biswabrata Inference based on progressive type I interval censored data from log-normal distribution. (English) Zbl 1462.62629 Commun. Stat., Simulation Comput. 46, No. 8, 6495-6512 (2017). MSC: 62N05 PDFBibTeX XMLCite \textit{S. Roy} et al., Commun. Stat., Simulation Comput. 46, No. 8, 6495--6512 (2017; Zbl 1462.62629) Full Text: DOI
Mollica, Cristina; Tardella, Luca Bayesian Plackett-Luce mixture models for partially ranked data. (English) Zbl 1402.62045 Psychometrika 82, No. 2, 442-458 (2017). MSC: 62F15 62H30 62P15 PDFBibTeX XMLCite \textit{C. Mollica} and \textit{L. Tardella}, Psychometrika 82, No. 2, 442--458 (2017; Zbl 1402.62045) Full Text: DOI arXiv
Im, Jongho; Kim, Soeun Multiple imputation for nonignorable missing data. (English) Zbl 1377.62047 J. Korean Stat. Soc. 46, No. 4, 583-592 (2017). MSC: 62D05 62H25 PDFBibTeX XMLCite \textit{J. Im} and \textit{S. Kim}, J. Korean Stat. Soc. 46, No. 4, 583--592 (2017; Zbl 1377.62047) Full Text: DOI
Huang, Weihong; Chen, Yuguo The multiset EM algorithm. (English) Zbl 1380.62096 Stat. Probab. Lett. 126, 41-48 (2017). MSC: 62F10 PDFBibTeX XMLCite \textit{W. Huang} and \textit{Y. Chen}, Stat. Probab. Lett. 126, 41--48 (2017; Zbl 1380.62096) Full Text: DOI
Utazi, Chigozie E. Bayesian single changepoint estimation in a parameter-driven model. (English) Zbl 06774145 Scand. J. Stat. 44, No. 3, 765-779 (2017). MSC: 62F10 62J10 62M10 62P25 PDFBibTeX XMLCite \textit{C. E. Utazi}, Scand. J. Stat. 44, No. 3, 765--779 (2017; Zbl 06774145) Full Text: DOI Link
van der Meulen, Frank; Schauer, Moritz Bayesian estimation of discretely observed multi-dimensional diffusion processes using guided proposals. (English) Zbl 1378.62050 Electron. J. Stat. 11, No. 1, 2358-2396 (2017). MSC: 62M05 60J60 62F15 65C05 PDFBibTeX XMLCite \textit{F. van der Meulen} and \textit{M. Schauer}, Electron. J. Stat. 11, No. 1, 2358--2396 (2017; Zbl 1378.62050) Full Text: DOI arXiv Euclid
Neelon, Brian; Chung, Dongjun The LZIP: a Bayesian latent factor model for correlated zero-inflated counts. (English) Zbl 1366.62234 Biometrics 73, No. 1, 185-196 (2017). MSC: 62P10 62F15 PDFBibTeX XMLCite \textit{B. Neelon} and \textit{D. Chung}, Biometrics 73, No. 1, 185--196 (2017; Zbl 1366.62234) Full Text: DOI
Akpoue, Blache Paul; Angers, Jean-François Some contributions on the multivariate Poisson-Skellam probability distribution. (English) Zbl 1362.65020 Commun. Stat., Theory Methods 46, No. 1, 49-68 (2017). MSC: 65C50 60E05 65C05 65C40 60J22 PDFBibTeX XMLCite \textit{B. P. Akpoue} and \textit{J.-F. Angers}, Commun. Stat., Theory Methods 46, No. 1, 49--68 (2017; Zbl 1362.65020) Full Text: DOI
Stramer, Osnat; Shen, Xiaoyu; Bognar, Matthew Bayesian inference for Heston-STAR models. (English) Zbl 1505.62388 Stat. Comput. 27, No. 2, 331-348 (2017). MSC: 62-08 62P05 62M10 62M05 62F15 91B70 PDFBibTeX XMLCite \textit{O. Stramer} et al., Stat. Comput. 27, No. 2, 331--348 (2017; Zbl 1505.62388) Full Text: DOI
Choi, Hee Min; Román, Jorge Carlos Analysis of Polya-Gamma Gibbs sampler for Bayesian logistic analysis of variance. (English) Zbl 1356.60117 Electron. J. Stat. 11, No. 1, 326-337 (2017). MSC: 60J27 60K35 PDFBibTeX XMLCite \textit{H. M. Choi} and \textit{J. C. Román}, Electron. J. Stat. 11, No. 1, 326--337 (2017; Zbl 1356.60117) Full Text: DOI Euclid
Chakraborty, Saptarshi; Khare, Kshitij Convergence properties of Gibbs samplers for Bayesian probit regression with proper priors. (English) Zbl 1366.60093 Electron. J. Stat. 11, No. 1, 177-210 (2017). MSC: 60J05 60J20 33C10 PDFBibTeX XMLCite \textit{S. Chakraborty} and \textit{K. Khare}, Electron. J. Stat. 11, No. 1, 177--210 (2017; Zbl 1366.60093) Full Text: DOI arXiv Euclid
Ding, Peng On the conditional distribution of the multivariate \(t\) distribution. (English) Zbl 07665887 Am. Stat. 70, No. 3, 293-295 (2016). MSC: 62-XX PDFBibTeX XMLCite \textit{P. Ding}, Am. Stat. 70, No. 3, 293--295 (2016; Zbl 07665887) Full Text: DOI arXiv
Louzada, F.; Ferreira, P. H. Modified inference function for margins for the bivariate Clayton copula-based SUN Tobit model. (English) Zbl 1516.62431 J. Appl. Stat. 43, No. 16, 2956-2976 (2016). MSC: 62-XX PDFBibTeX XMLCite \textit{F. Louzada} and \textit{P. H. Ferreira}, J. Appl. Stat. 43, No. 16, 2956--2976 (2016; Zbl 1516.62431) Full Text: DOI
Audigier, Vincent; Husson, François; Josse, Julie Multiple imputation for continuous variables using a Bayesian principal component analysis. (English) Zbl 1510.62262 J. Stat. Comput. Simulation 86, No. 11, 2140-2156 (2016). MSC: 62H25 62F15 62-08 PDFBibTeX XMLCite \textit{V. Audigier} et al., J. Stat. Comput. Simulation 86, No. 11, 2140--2156 (2016; Zbl 1510.62262) Full Text: DOI arXiv
Schofield, Matthew; Barker, Richard 50-year-old curiosities: ancillarity and inference in capture-recapture models. (English) Zbl 1442.62023 Stat. Sci. 31, No. 2, 161-174 (2016). MSC: 62B05 62F10 62-02 PDFBibTeX XMLCite \textit{M. Schofield} and \textit{R. Barker}, Stat. Sci. 31, No. 2, 161--174 (2016; Zbl 1442.62023) Full Text: DOI Euclid
Lee, Min Cherng; Mitra, Robin Multiply imputing missing values in data sets with mixed measurement scales using a sequence of generalised linear models. (English) Zbl 1468.62113 Comput. Stat. Data Anal. 95, 24-38 (2016). MSC: 62-08 62D05 62F15 62P10 PDFBibTeX XMLCite \textit{M. C. Lee} and \textit{R. Mitra}, Comput. Stat. Data Anal. 95, 24--38 (2016; Zbl 1468.62113) Full Text: DOI Link
Pierri, Francesca; Stanghellini, Elena; Bistoni, Nicoló Risk analysis and retrospective unbalanced data. (English) Zbl 1369.62283 REVSTAT 14, No. 2, 157-169 (2016). MSC: 62P05 PDFBibTeX XMLCite \textit{F. Pierri} et al., REVSTAT 14, No. 2, 157--169 (2016; Zbl 1369.62283) Full Text: Link
Rocha, Gustavo H. M. A.; Loschi, Rosangela H.; Arellano-Valle, Reinaldo B. Bayesian mismeasurement \(t\)-models for censored responses. (English) Zbl 1355.62008 Statistics 50, No. 4, 841-869 (2016). MSC: 62F15 62J05 62N01 62P10 PDFBibTeX XMLCite \textit{G. H. M. A. Rocha} et al., Statistics 50, No. 4, 841--869 (2016; Zbl 1355.62008) Full Text: DOI
Roy, Vivekananda Improving efficiency of data augmentation algorithms using Peskun’s theorem. (English) Zbl 1342.65060 Comput. Stat. 31, No. 2, 709-728 (2016). MSC: 62-08 65C40 PDFBibTeX XMLCite \textit{V. Roy}, Comput. Stat. 31, No. 2, 709--728 (2016; Zbl 1342.65060) Full Text: DOI
Mukhopadhyay, Chiranjit; Roy, Soumya Bayesian accelerated life testing under competing log-location-scale family of causes of failure. (English) Zbl 1342.65052 Comput. Stat. 31, No. 1, 89-119 (2016). MSC: 62-08 62N05 PDFBibTeX XMLCite \textit{C. Mukhopadhyay} and \textit{S. Roy}, Comput. Stat. 31, No. 1, 89--119 (2016; Zbl 1342.65052) Full Text: DOI
de Queiroz, Marina M.; Loschi, Rosangela H.; Silva, Roger W. C. Multivariate log-skewed distributions with normal kernel and their applications. (English) Zbl 1342.62084 Statistics 50, No. 1, 157-175 (2016). MSC: 62H05 62F15 62E10 PDFBibTeX XMLCite \textit{M. M. de Queiroz} et al., Statistics 50, No. 1, 157--175 (2016; Zbl 1342.62084) Full Text: DOI arXiv
Jiang, Zhichao; Ding, Peng Robust modeling using non-elliptically contoured multivariate \(t\) distributions. (English) Zbl 1353.62052 J. Stat. Plann. Inference 177, 50-63 (2016). MSC: 62H12 62F15 PDFBibTeX XMLCite \textit{Z. Jiang} and \textit{P. Ding}, J. Stat. Plann. Inference 177, 50--63 (2016; Zbl 1353.62052) Full Text: DOI arXiv
Lyons, James E.; Kendall, William L.; Royle, J. Andrew; Converse, Sarah J.; Andres, Brad A.; Buchanan, Joseph B. Population size and stopover duration estimation using mark-resight data and Bayesian analysis of a superpopulation model. (English) Zbl 1393.62084 Biometrics 72, No. 1, 262-271 (2016). MSC: 62P10 92D25 PDFBibTeX XMLCite \textit{J. E. Lyons} et al., Biometrics 72, No. 1, 262--271 (2016; Zbl 1393.62084) Full Text: DOI
Choi, Hee Min; Hobert, James P. A comparison theorem for data augmentation algorithms with applications. (English) Zbl 1338.60189 Electron. J. Stat. 10, No. 1, 308-329 (2016). MSC: 60J22 65C05 65C40 60J10 60J27 60F05 62F15 PDFBibTeX XMLCite \textit{H. M. Choi} and \textit{J. P. Hobert}, Electron. J. Stat. 10, No. 1, 308--329 (2016; Zbl 1338.60189) Full Text: DOI Euclid
Tadayon, Vahid; Khaledi, Majid Jafari Bayesian analysis of skew Gaussian spatial models based on censored data. (English) Zbl 1474.62180 Commun. Stat., Simulation Comput. 44, No. 9, 2431-2441 (2015). MSC: 62H11 62F15 PDFBibTeX XMLCite \textit{V. Tadayon} and \textit{M. J. Khaledi}, Commun. Stat., Simulation Comput. 44, No. 9, 2431--2441 (2015; Zbl 1474.62180) Full Text: DOI
Wang, Wan-Lun; Lin, Tsung-I Bayesian analysis of multivariate \(t\) linear mixed models with missing responses at random. (English) Zbl 1510.62305 J. Stat. Comput. Simulation 85, No. 17, 3594-3612 (2015). MSC: 62J05 62F15 62H12 62P10 62-08 PDFBibTeX XMLCite \textit{W.-L. Wang} and \textit{T.-I Lin}, J. Stat. Comput. Simulation 85, No. 17, 3594--3612 (2015; Zbl 1510.62305) Full Text: DOI
Park, Taeyoung; Jeong, Seonghyun Efficient Bayesian analysis of multivariate aggregate choices. (English) Zbl 1510.62144 J. Stat. Comput. Simulation 85, No. 16, 3352-3366 (2015). MSC: 62F15 62P25 PDFBibTeX XMLCite \textit{T. Park} and \textit{S. Jeong}, J. Stat. Comput. Simulation 85, No. 16, 3352--3366 (2015; Zbl 1510.62144) Full Text: DOI
Ghosh, Joyee; Tan, Aixin Sandwich algorithms for Bayesian variable selection. (English) Zbl 1507.62060 Comput. Stat. Data Anal. 81, 76-88 (2015). MSC: 62-08 62F15 PDFBibTeX XMLCite \textit{J. Ghosh} and \textit{A. Tan}, Comput. Stat. Data Anal. 81, 76--88 (2015; Zbl 1507.62060) Full Text: DOI
Schliep, Erin M.; Hoeting, Jennifer A. Data augmentation and parameter expansion for independent or spatially correlated ordinal data. (English) Zbl 1468.62173 Comput. Stat. Data Anal. 90, 1-14 (2015). MSC: 62-08 PDFBibTeX XMLCite \textit{E. M. Schliep} and \textit{J. A. Hoeting}, Comput. Stat. Data Anal. 90, 1--14 (2015; Zbl 1468.62173) Full Text: DOI
Gasbarra, Dario; Arjas, Elja; Vehtari, Aki; Slama, Rémy; Keiding, Niels The current duration design for estimating the time to pregnancy distribution: a nonparametric Bayesian perspective. (English) Zbl 1333.62274 Lifetime Data Anal. 21, No. 4, 594-625 (2015). MSC: 62P10 62G05 62F15 62K05 92C50 62-07 91D20 PDFBibTeX XMLCite \textit{D. Gasbarra} et al., Lifetime Data Anal. 21, No. 4, 594--625 (2015; Zbl 1333.62274) Full Text: DOI Link
Neal, Peter; Kypraios, Theodore Exact Bayesian inference via data augmentation. (English) Zbl 1331.62035 Stat. Comput. 25, No. 2, 333-347 (2015). MSC: 62-07 62F15 PDFBibTeX XMLCite \textit{P. Neal} and \textit{T. Kypraios}, Stat. Comput. 25, No. 2, 333--347 (2015; Zbl 1331.62035) Full Text: DOI
Montesinos-López, Osval A.; Montesinos-López, Abelardo; Pérez-Rodríguez, Paulino; Eskridge, Kent; He, Xinyao; Juliana, Philomin; Singh, Pawan; Crossa, José Genomic prediction models for count data. (English) Zbl 1329.62445 J. Agric. Biol. Environ. Stat. 20, No. 4, 533-554 (2015). MSC: 62P10 62F15 92D20 PDFBibTeX XMLCite \textit{O. A. Montesinos-López} et al., J. Agric. Biol. Environ. Stat. 20, No. 4, 533--554 (2015; Zbl 1329.62445) Full Text: DOI
Borgwardt, Steffen; Finhold, Elisabeth; Hemmecke, Raymond On the circuit diameter of dual transportation polyhedra. (English) Zbl 1335.90058 SIAM J. Discrete Math. 29, No. 1, 113-121 (2015). MSC: 90C10 90C05 52B05 90C08 PDFBibTeX XMLCite \textit{S. Borgwardt} et al., SIAM J. Discrete Math. 29, No. 1, 113--121 (2015; Zbl 1335.90058) Full Text: DOI arXiv
Tang, Yongqiang An efficient monotone data augmentation algorithm for Bayesian analysis of incomplete longitudinal data. (English) Zbl 1396.62046 Stat. Probab. Lett. 104, 146-152 (2015). MSC: 62F15 62D05 62M10 62P10 PDFBibTeX XMLCite \textit{Y. Tang}, Stat. Probab. Lett. 104, 146--152 (2015; Zbl 1396.62046) Full Text: DOI
Zaloumis, Sophie G.; Scurrah, Katrina J.; Harrap, Stephen B.; Ellis, Justine A.; Gurrin, Lyle C. Non-proportional odds multivariate logistic regression of ordinal family data. (English) Zbl 1310.62121 Biom. J. 57, No. 2, 286-303 (2015). MSC: 62P10 62P25 PDFBibTeX XMLCite \textit{S. G. Zaloumis} et al., Biom. J. 57, No. 2, 286--303 (2015; Zbl 1310.62121) Full Text: DOI
Sabourin, Anne Semi-parametric modeling of excesses above high multivariate thresholds with censored data. (English) Zbl 1308.62105 J. Multivariate Anal. 136, 126-146 (2015). MSC: 62G32 62H12 62G07 62F15 62N01 62N02 62P12 PDFBibTeX XMLCite \textit{A. Sabourin}, J. Multivariate Anal. 136, 126--146 (2015; Zbl 1308.62105) Full Text: DOI arXiv
Groenitz, Heiko Using prior information in privacy-protecting survey designs for categorical sensitive variables. (English) Zbl 1309.62137 Stat. Pap. 56, No. 1, 167-189 (2015). MSC: 62K20 62H30 62F15 PDFBibTeX XMLCite \textit{H. Groenitz}, Stat. Pap. 56, No. 1, 167--189 (2015; Zbl 1309.62137) Full Text: DOI
Polson, Nicholas G.; Scott, James G.; Windle, Jesse The Bayesian bridge. (English) Zbl 07555460 J. R. Stat. Soc., Ser. B, Stat. Methodol. 76, No. 4, 713-733 (2014). MSC: 62-XX PDFBibTeX XMLCite \textit{N. G. Polson} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 76, No. 4, 713--733 (2014; Zbl 07555460) Full Text: DOI arXiv
Vossmeyer, Angela Determining the proper specification for endogenous covariates in discrete data settings. (English) Zbl 1453.62531 Jeliazkov, Ivan (ed.) et al., Bayesian model comparison. Bingley: Emerald. Adv. Econom. 34, 223-247 (2014). MSC: 62H20 62F15 62H12 62P20 PDFBibTeX XMLCite \textit{A. Vossmeyer}, Adv. Econom. 34, 223--247 (2014; Zbl 1453.62531) Full Text: DOI
Micheas, Athanasios Christou Hierarchical Bayesian modeling of marked non-homogeneous Poisson processes with finite mixtures and inclusion of covariate information. (English) Zbl 1514.62759 J. Appl. Stat. 41, No. 12, 2596-2615 (2014). MSC: 62-XX PDFBibTeX XMLCite \textit{A. C. Micheas}, J. Appl. Stat. 41, No. 12, 2596--2615 (2014; Zbl 1514.62759) Full Text: DOI
Naranjo, L.; Martín, J.; Pérez, C. J.; Rufo, M. J. Addressing misclassification for binary data: probit and t-link regressions. (English) Zbl 1453.62598 J. Stat. Comput. Simulation 84, No. 10, 2187-2213 (2014). MSC: 62J12 62F15 PDFBibTeX XMLCite \textit{L. Naranjo} et al., J. Stat. Comput. Simulation 84, No. 10, 2187--2213 (2014; Zbl 1453.62598) Full Text: DOI
Micheas, Athanasios C.; Wikle, Christopher K.; Larsen, David R. Random set modelling of three-dimensional objects in a hierarchical Bayesian context. (English) Zbl 1453.62157 J. Stat. Comput. Simulation 84, No. 1, 107-123 (2014). MSC: 62-08 62F15 65C40 PDFBibTeX XMLCite \textit{A. C. Micheas} et al., J. Stat. Comput. Simulation 84, No. 1, 107--123 (2014; Zbl 1453.62157) Full Text: DOI
Xiang, Fei; Neal, Peter Efficient MCMC for temporal epidemics via parameter reduction. (English) Zbl 1506.62194 Comput. Stat. Data Anal. 80, 240-250 (2014). MSC: 62-08 62P10 92D30 PDFBibTeX XMLCite \textit{F. Xiang} and \textit{P. Neal}, Comput. Stat. Data Anal. 80, 240--250 (2014; Zbl 1506.62194) Full Text: DOI Link
Lam, K. F.; Wong, Kin-Yau Semiparametric analysis of clustered interval-censored survival data with a cure fraction. (English) Zbl 1506.62100 Comput. Stat. Data Anal. 79, 165-174 (2014). MSC: 62-08 62P10 62N02 PDFBibTeX XMLCite \textit{K. F. Lam} and \textit{K.-Y. Wong}, Comput. Stat. Data Anal. 79, 165--174 (2014; Zbl 1506.62100) Full Text: DOI
Kleppe, Tore Selland; Liesenfeld, Roman Efficient importance sampling in mixture frameworks. (English) Zbl 1506.62096 Comput. Stat. Data Anal. 76, 449-463 (2014). MSC: 62-08 62M10 62P20 65C05 PDFBibTeX XMLCite \textit{T. S. Kleppe} and \textit{R. Liesenfeld}, Comput. Stat. Data Anal. 76, 449--463 (2014; Zbl 1506.62096) Full Text: DOI
Roy, Vivekananda Efficient estimation of the link function parameter in a robust Bayesian binary regression model. (English) Zbl 1506.62158 Comput. Stat. Data Anal. 73, 87-102 (2014). MSC: 62-08 62F15 PDFBibTeX XMLCite \textit{V. Roy}, Comput. Stat. Data Anal. 73, 87--102 (2014; Zbl 1506.62158) Full Text: DOI
van der Meulen, Frank; Schauer, Moritz; van Zanten, Harry Reversible jump MCMC for nonparametric drift estimation for diffusion processes. (English) Zbl 1471.62197 Comput. Stat. Data Anal. 71, 615-632 (2014). MSC: 62-08 62G05 62M05 60J60 PDFBibTeX XMLCite \textit{F. van der Meulen} et al., Comput. Stat. Data Anal. 71, 615--632 (2014; Zbl 1471.62197) Full Text: DOI arXiv
Naranjo, L.; Martín, J.; Pérez, C. J. Bayesian binary regression with exponential power link. (English) Zbl 1471.62147 Comput. Stat. Data Anal. 71, 464-476 (2014). MSC: 62-08 62F15 62J12 PDFBibTeX XMLCite \textit{L. Naranjo} et al., Comput. Stat. Data Anal. 71, 464--476 (2014; Zbl 1471.62147) Full Text: DOI
Mori, Harunori Bayes estimation in the hierarchical multinomial probit model. (English) Zbl 1341.62126 J. Jpn. Stat. Soc. 44, No. 2, 135-155 (2014). MSC: 62H12 62F15 PDFBibTeX XMLCite \textit{H. Mori}, J. Jpn. Stat. Soc. 44, No. 2, 135--155 (2014; Zbl 1341.62126) Full Text: DOI
McClintock, Brett T.; Bailey, Larissa L.; Dreher, Brian P.; Link, William A. Probit models for capture-recapture data subject to imperfect detection, individual heterogeneity and misidentification. (English) Zbl 1454.62364 Ann. Appl. Stat. 8, No. 4, 2461-2484 (2014). MSC: 62P10 PDFBibTeX XMLCite \textit{B. T. McClintock} et al., Ann. Appl. Stat. 8, No. 4, 2461--2484 (2014; Zbl 1454.62364) Full Text: DOI arXiv Euclid
Chen, Nan; Giannakis, Dimitrios; Herbei, Radu; Majda, Andrew J. An MCMC algorithm for parameter estimation in signals with hidden intermittent instability. (English) Zbl 1350.60071 SIAM/ASA J. Uncertain. Quantif. 2, 647-669 (2014). MSC: 60J22 60J10 60G25 62F15 62M20 65C05 65C40 62P12 94A15 PDFBibTeX XMLCite \textit{N. Chen} et al., SIAM/ASA J. Uncertain. Quantif. 2, 647--669 (2014; Zbl 1350.60071) Full Text: DOI
Conti, Gabriella; Frühwirth-Schnatter, Sylvia; Heckman, James J.; Piatek, Rémi Bayesian exploratory factor analysis. (English) Zbl 1312.62077 J. Econom. 183, No. 1, 31-57 (2014). MSC: 62H25 62F15 PDFBibTeX XMLCite \textit{G. Conti} et al., J. Econom. 183, No. 1, 31--57 (2014; Zbl 1312.62077) Full Text: DOI Link
Jung, Yeun Ji; Hobert, James P. Spectral properties of MCMC algorithms for Bayesian linear regression with generalized hyperbolic errors. (English) Zbl 1300.47111 Stat. Probab. Lett. 95, 92-100 (2014). MSC: 47N40 47N30 65C40 62F15 PDFBibTeX XMLCite \textit{Y. J. Jung} and \textit{J. P. Hobert}, Stat. Probab. Lett. 95, 92--100 (2014; Zbl 1300.47111) Full Text: DOI
Gamado, Kokouvi M.; Streftaris, George; Zachary, Stan Modelling under-reporting in epidemics. (English) Zbl 1302.92128 J. Math. Biol. 69, No. 3, 737-765 (2014). MSC: 92D30 62F15 60J28 PDFBibTeX XMLCite \textit{K. M. Gamado} et al., J. Math. Biol. 69, No. 3, 737--765 (2014; Zbl 1302.92128) Full Text: DOI
Savitsky, Terrance D.; McCaffrey, Daniel F. Bayesian hierarchical multivariate formulation with factor analysis for nested ordinal data. (English) Zbl 1288.62187 Psychometrika 79, No. 2, 275-302 (2014). MSC: 62P15 PDFBibTeX XMLCite \textit{T. D. Savitsky} and \textit{D. F. McCaffrey}, Psychometrika 79, No. 2, 275--302 (2014; Zbl 1288.62187) Full Text: DOI
Demarqui, Fabio N.; Dey, Dipak K.; Loschi, Rosangela H.; Colosimo, Enrico A. Fully semiparametric Bayesian approach for modeling survival data with cure fraction. (English) Zbl 1441.62322 Biom. J. 56, No. 2, 198-218 (2014). MSC: 62P10 PDFBibTeX XMLCite \textit{F. N. Demarqui} et al., Biom. J. 56, No. 2, 198--218 (2014; Zbl 1441.62322) Full Text: DOI
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 PDFBibTeX XMLCite \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
Ding, Peng Bayesian robust inference of sample selection using selection-\(t\) models. (English) Zbl 1359.62079 J. Multivariate Anal. 124, 451-464 (2014). MSC: 62F15 62H15 62H12 62P20 PDFBibTeX XMLCite \textit{P. Ding}, J. Multivariate Anal. 124, 451--464 (2014; Zbl 1359.62079) Full Text: DOI arXiv
Singh, Sumeetpal S.; Chopin, Nicolas; Whiteley, Nick Bayesian learning of noisy Markov decision processes. (English) Zbl 1384.62104 ACM Trans. Model. Comput. Simul. 23, No. 1, Article No. 4, 25 p. (2013). MSC: 62F15 68T05 65C05 PDFBibTeX XMLCite \textit{S. S. Singh} et al., ACM Trans. Model. Comput. Simul. 23, No. 1, Article No. 4, 25 p. (2013; Zbl 1384.62104) Full Text: DOI arXiv
Fussl, Agnes; Frühwirth-Schnatter, Sylvia; Frühwirth, Rudolf Efficient MCMC for binomial logit models. (English) Zbl 1490.62197 ACM Trans. Model. Comput. Simul. 23, No. 1, Article No. 3, 21 p. (2013). MSC: 62J12 65C05 PDFBibTeX XMLCite \textit{A. Fussl} et al., ACM Trans. Model. Comput. Simul. 23, No. 1, Article No. 3, 21 p. (2013; Zbl 1490.62197) Full Text: DOI
Fitzpatrick, Matthew; Marchev, Dobrin Efficient Bayesian estimation of the multivariate double chain Markov model. (English) Zbl 1325.62164 Stat. Comput. 23, No. 4, 467-480 (2013). MSC: 62M10 60J10 62F15 62P05 91G70 91B84 91G10 PDFBibTeX XMLCite \textit{M. Fitzpatrick} and \textit{D. Marchev}, Stat. Comput. 23, No. 4, 467--480 (2013; Zbl 1325.62164) Full Text: DOI
Lam, Kwok Fai; Wong, Kin Yau; Zhou, Feifei A semiparametric cure model for interval-censored data. (English) Zbl 1284.62663 Biom. J. 55, No. 5, 771-788 (2013). MSC: 62P10 62N01 62G05 92C50 65C60 PDFBibTeX XMLCite \textit{K. F. Lam} et al., Biom. J. 55, No. 5, 771--788 (2013; Zbl 1284.62663) Full Text: DOI Link
Polson, Nicholas G.; Scott, James G.; Windle, Jesse Bayesian inference for logistic models using Pólya-Gamma latent variables. (English) Zbl 1283.62055 J. Am. Stat. Assoc. 108, No. 504, 1339-1349 (2013). MSC: 62F15 62J12 62-04 PDFBibTeX XMLCite \textit{N. G. Polson} et al., J. Am. Stat. Assoc. 108, No. 504, 1339--1349 (2013; Zbl 1283.62055) Full Text: DOI arXiv
Stein, Nathan M.; Meng, Xiao-Li Practical perfect sampling using composite bounding chains: the Dirichlet-multinomial model. (English) Zbl 1279.62035 Biometrika 100, No. 4, 817-830 (2013). MSC: 62D05 65C60 PDFBibTeX XMLCite \textit{N. M. Stein} and \textit{X.-L. Meng}, Biometrika 100, No. 4, 817--830 (2013; Zbl 1279.62035) Full Text: DOI
Choi, Hee Min; Hobert, James P. Analysis of MCMC algorithms for Bayesian linear regression with Laplace errors. (English) Zbl 1281.62065 J. Multivariate Anal. 117, 32-40 (2013). MSC: 62F15 62J05 65C40 60J20 65C60 PDFBibTeX XMLCite \textit{H. M. Choi} and \textit{J. P. Hobert}, J. Multivariate Anal. 117, 32--40 (2013; Zbl 1281.62065) Full Text: DOI