Park, Yeonjoo; Oh, Hee-Seok; Lim, Yaeji A data-adaptive dimension reduction for functional data via penalized low-rank approximation. (English) Zbl 07800673 Stat. Comput. 34, No. 1, Paper No. 36, 19 p. (2024). MSC: 62-08 62H25 62R10 PDFBibTeX XMLCite \textit{Y. Park} et al., Stat. Comput. 34, No. 1, Paper No. 36, 19 p. (2024; Zbl 07800673) Full Text: DOI
Nieto-Barajas, Luis E. Multivariate and regression models for directional data based on projected Pólya trees. (English) Zbl 07800662 Stat. Comput. 34, No. 1, Paper No. 25, 15 p. (2024). MSC: 62-08 62H11 PDFBibTeX XMLCite \textit{L. E. Nieto-Barajas}, Stat. Comput. 34, No. 1, Paper No. 25, 15 p. (2024; Zbl 07800662) Full Text: DOI arXiv
Fang, Junhan; Yi, Grace Y. Bayesian analysis for matrix-variate logistic regression with/without response misclassification. (English) Zbl 1523.62012 Stat. Comput. 33, No. 6, Paper No. 121, 12 p. (2023). MSC: 62-08 62F15 62J12 PDFBibTeX XMLCite \textit{J. Fang} and \textit{G. Y. Yi}, Stat. Comput. 33, No. 6, Paper No. 121, 12 p. (2023; Zbl 1523.62012) Full Text: DOI
Alvares, Danilo; Leiva-Yamaguchi, Valeria A two-stage approach for Bayesian joint models: reducing complexity while maintaining accuracy. (English) Zbl 1517.62003 Stat. Comput. 33, No. 5, Paper No. 115, 11 p. (2023). MSC: 62-08 62F15 62N02 PDFBibTeX XMLCite \textit{D. Alvares} and \textit{V. Leiva-Yamaguchi}, Stat. Comput. 33, No. 5, Paper No. 115, 11 p. (2023; Zbl 1517.62003) Full Text: DOI
Palias, Efstratios; Kabán, Ata The effect of intrinsic dimension on the Bayes-error of projected quadratic discriminant classification. (English) Zbl 1517.62042 Stat. Comput. 33, No. 4, Paper No. 87, 17 p. (2023). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{E. Palias} and \textit{A. Kabán}, Stat. Comput. 33, No. 4, Paper No. 87, 17 p. (2023; Zbl 1517.62042) Full Text: DOI
Zhang, Tianfang; Bokrantz, Rasmus; Olsson, Jimmy A similarity-based Bayesian mixture-of-experts model. (English) Zbl 1517.62051 Stat. Comput. 33, No. 4, Paper No. 83, 23 p. (2023). MSC: 62-08 62G08 62F15 62H30 PDFBibTeX XMLCite \textit{T. Zhang} et al., Stat. Comput. 33, No. 4, Paper No. 83, 23 p. (2023; Zbl 1517.62051) Full Text: DOI arXiv
Xu, Min; Qin, Zhongfeng A Bayesian parametrized method for interval-valued regression models. (English) Zbl 1516.62032 Stat. Comput. 33, No. 3, Paper No. 67, 21 p. (2023). MSC: 62-08 62J99 PDFBibTeX XMLCite \textit{M. Xu} and \textit{Z. Qin}, Stat. Comput. 33, No. 3, Paper No. 67, 21 p. (2023; Zbl 1516.62032) Full Text: DOI
Chakraborty, Atlanta; Nott, David J.; Drovandi, Christopher C.; Frazier, David T.; Sisson, Scott A. Modularized Bayesian analyses and cutting feedback in likelihood-free inference. (English) Zbl 1512.62007 Stat. Comput. 33, No. 1, Paper No. 33, 17 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{A. Chakraborty} et al., Stat. Comput. 33, No. 1, Paper No. 33, 17 p. (2023; Zbl 1512.62007) Full Text: DOI arXiv
Raim, Andrew M. Direct sampling with a step function. (English) Zbl 1502.62023 Stat. Comput. 33, No. 1, Paper No. 22, 16 p. (2023). MSC: 62-08 62P10 PDFBibTeX XMLCite \textit{A. M. Raim}, Stat. Comput. 33, No. 1, Paper No. 22, 16 p. (2023; Zbl 1502.62023) Full Text: DOI arXiv
Riutort-Mayol, Gabriel; Bürkner, Paul-Christian; Andersen, Michael R.; Solin, Arno; Vehtari, Aki Practical Hilbert space approximate Bayesian Gaussian processes for probabilistic programming. (English) Zbl 1502.62024 Stat. Comput. 33, No. 1, Paper No. 17, 28 p. (2023). MSC: 62-08 60G15 62F15 PDFBibTeX XMLCite \textit{G. Riutort-Mayol} et al., Stat. Comput. 33, No. 1, Paper No. 17, 28 p. (2023; Zbl 1502.62024) Full Text: DOI arXiv
Ge, Shufei; Wang, Shijia; Elliott, Lloyd Shape modeling with spline partitions. (English) Zbl 1499.62017 Stat. Comput. 33, No. 1, Paper No. 13, 12 p. (2023). MSC: 62-08 62G08 PDFBibTeX XMLCite \textit{S. Ge} et al., Stat. Comput. 33, No. 1, Paper No. 13, 12 p. (2023; Zbl 1499.62017) Full Text: DOI arXiv
Krueger, Rico; Bierlaire, Michel; Gasos, Thomas; Bansal, Prateek Robust discrete choice models with \(t\)-distributed kernel errors. (English) Zbl 1499.62021 Stat. Comput. 33, No. 1, Paper No. 2, 21 p. (2023). MSC: 62-08 62F15 62F35 PDFBibTeX XMLCite \textit{R. Krueger} et al., Stat. Comput. 33, No. 1, Paper No. 2, 21 p. (2023; Zbl 1499.62021) Full Text: DOI arXiv
Bucci, Andrea; Ippoliti, Luigi; Valentini, Pasquale Comparing unconstrained parametrization methods for return covariance matrix prediction. (English) Zbl 1496.62004 Stat. Comput. 32, No. 5, Paper No. 90, 20 p. (2022). MSC: 62-08 62P05 PDFBibTeX XMLCite \textit{A. Bucci} et al., Stat. Comput. 32, No. 5, Paper No. 90, 20 p. (2022; Zbl 1496.62004) Full Text: DOI
Kock, Lucas; Klein, Nadja; Nott, David J. Variational inference and sparsity in high-dimensional deep Gaussian mixture models. (English) Zbl 1496.62014 Stat. Comput. 32, No. 5, Paper No. 70, 18 p. (2022). MSC: 62-08 62F15 62H30 PDFBibTeX XMLCite \textit{L. Kock} et al., Stat. Comput. 32, No. 5, Paper No. 70, 18 p. (2022; Zbl 1496.62014) Full Text: DOI arXiv
Sharp, Alex; Browne, Ryan A joint latent factor analyzer and functional subspace model for clustering multivariate functional data. (English) Zbl 1495.62053 Stat. Comput. 32, No. 5, Paper No. 68, 33 p. (2022). MSC: 62H30 62H25 62M99 62R10 PDFBibTeX XMLCite \textit{A. Sharp} and \textit{R. Browne}, Stat. Comput. 32, No. 5, Paper No. 68, 33 p. (2022; Zbl 1495.62053) Full Text: DOI
Zhuang, Haoxin; Diao, Liqun; Yi, Grace Polya tree-based nearest neighborhood regression. (English) Zbl 1495.62017 Stat. Comput. 32, No. 4, Paper No. 59, 13 p. (2022). MSC: 62-08 62G08 62G07 PDFBibTeX XMLCite \textit{H. Zhuang} et al., Stat. Comput. 32, No. 4, Paper No. 59, 13 p. (2022; Zbl 1495.62017) Full Text: DOI
Papastamoulis, Panagiotis; Ntzoufras, Ioannis On the identifiability of Bayesian factor analytic models. (English) Zbl 1484.62008 Stat. Comput. 32, No. 2, Paper No. 23, 29 p. (2022). MSC: 62-08 62F15 62H25 PDFBibTeX XMLCite \textit{P. Papastamoulis} and \textit{I. Ntzoufras}, Stat. Comput. 32, No. 2, Paper No. 23, 29 p. (2022; Zbl 1484.62008) Full Text: DOI arXiv
Liu, Yang; Goudie, Robert J. B. Stochastic approximation cut algorithm for inference in modularized Bayesian models. (English) Zbl 1477.62013 Stat. Comput. 32, No. 1, Paper No. 7, 15 p. (2022). MSC: 62-08 62F15 62L20 65C05 PDFBibTeX XMLCite \textit{Y. Liu} and \textit{R. J. B. Goudie}, Stat. Comput. 32, No. 1, Paper No. 7, 15 p. (2022; Zbl 1477.62013) Full Text: DOI arXiv
Tomasetti, Nathaniel; Forbes, Catherine; Panagiotelis, Anastasios Updating variational Bayes: fast sequential posterior inference. (English) Zbl 1477.62016 Stat. Comput. 32, No. 1, Paper No. 4, 26 p. (2022). MSC: 62-08 62L20 PDFBibTeX XMLCite \textit{N. Tomasetti} et al., Stat. Comput. 32, No. 1, Paper No. 4, 26 p. (2022; Zbl 1477.62016) Full Text: DOI arXiv
Koppel, Alec; Pradhan, Hrusikesha; Rajawat, Ketan Consistent online Gaussian process regression without the sample complexity bottleneck. (English) Zbl 1475.62043 Stat. Comput. 31, No. 6, Paper No. 76, 18 p. (2021). MSC: 62-08 PDFBibTeX XMLCite \textit{A. Koppel} et al., Stat. Comput. 31, No. 6, Paper No. 76, 18 p. (2021; Zbl 1475.62043) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \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
Wang, Junyang; Cockayne, Jon; Chkrebtii, Oksana; Sullivan, T. J.; Oates, Chris. J. Bayesian numerical methods for nonlinear partial differential equations. (English) Zbl 1475.62064 Stat. Comput. 31, No. 5, Paper No. 55, 20 p. (2021). MSC: 62-08 PDFBibTeX XMLCite \textit{J. Wang} et al., Stat. Comput. 31, No. 5, Paper No. 55, 20 p. (2021; Zbl 1475.62064) Full Text: DOI arXiv
Kejzlar, Vojtech; Son, Mookyong; Bhattacharya, Shrijita; Maiti, Tapabrata A fast and calibrated computer model emulator: an empirical Bayes approach. (English) Zbl 1475.62042 Stat. Comput. 31, No. 4, Paper No. 49, 26 p. (2021). MSC: 62-08 62G08 PDFBibTeX XMLCite \textit{V. Kejzlar} et al., Stat. Comput. 31, No. 4, Paper No. 49, 26 p. (2021; Zbl 1475.62042) Full Text: DOI arXiv
Fasano, Augusto; Rebaudo, Giovanni; Durante, Daniele; Petrone, Sonia A closed-form filter for binary time series. (English) Zbl 1475.62030 Stat. Comput. 31, No. 4, Paper No. 47, 20 p. (2021). MSC: 62-08 62M10 62M20 62P05 PDFBibTeX XMLCite \textit{A. Fasano} et al., Stat. Comput. 31, No. 4, Paper No. 47, 20 p. (2021; Zbl 1475.62030) Full Text: DOI arXiv
Denti, Francesco; Cappozzo, Andrea; Greselin, Francesca A two-stage Bayesian semiparametric model for novelty detection with robust prior information. (English) Zbl 1475.62027 Stat. Comput. 31, No. 4, Paper No. 42, 19 p. (2021); correction ibid. 32, No. 1, Paper No. 18, 1 p. (2022). MSC: 62-08 62G05 62F15 PDFBibTeX XMLCite \textit{F. Denti} et al., Stat. Comput. 31, No. 4, Paper No. 42, 19 p. (2021; Zbl 1475.62027) Full Text: DOI arXiv
Wang, Yiwei; Chen, Jiuhai; Liu, Chun; Kang, Lulu Particle-based energetic variational inference. (English) Zbl 1475.62066 Stat. Comput. 31, No. 3, Paper No. 34, 17 p. (2021). MSC: 62-08 PDFBibTeX XMLCite \textit{Y. Wang} et al., Stat. Comput. 31, No. 3, Paper No. 34, 17 p. (2021; Zbl 1475.62066) Full Text: DOI arXiv
Stefanucci, Marco; Canale, Antonio Multiscale stick-breaking mixture models. (English) Zbl 1461.62023 Stat. Comput. 31, No. 2, Paper No. 13, 13 p. (2021). MSC: 62-08 62G07 60J22 PDFBibTeX XMLCite \textit{M. Stefanucci} and \textit{A. Canale}, Stat. Comput. 31, No. 2, Paper No. 13, 13 p. (2021; Zbl 1461.62023) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{A. Lijoi} et al., Stat. Comput. 30, No. 6, 1591--1607 (2020; Zbl 1452.62253) Full Text: DOI
Belomestny, D.; Iosipoi, L.; Moulines, E.; Naumov, A.; Samsonov, S. Variance reduction for Markov chains with application to MCMC. (English) Zbl 1447.62107 Stat. Comput. 30, No. 4, 973-997 (2020). MSC: 62M15 60K50 65C05 PDFBibTeX XMLCite \textit{D. Belomestny} et al., Stat. Comput. 30, No. 4, 973--997 (2020; Zbl 1447.62107) Full Text: DOI arXiv
Santos, Bruno; Kneib, Thomas Noncrossing structured additive multiple-output Bayesian quantile regression models. (English) Zbl 1447.62045 Stat. Comput. 30, No. 4, 855-869 (2020). MSC: 62G08 62P10 62P20 62P25 PDFBibTeX XMLCite \textit{B. Santos} and \textit{T. Kneib}, Stat. Comput. 30, No. 4, 855--869 (2020; Zbl 1447.62045) Full Text: DOI arXiv
Ray, Pallavi; Pati, Debdeep; Bhattacharya, Anirban Efficient Bayesian shape-restricted function estimation with constrained Gaussian process priors. (English) Zbl 1447.62137 Stat. Comput. 30, No. 4, 839-853 (2020). MSC: 62R10 62G07 60G15 62P35 PDFBibTeX XMLCite \textit{P. Ray} et al., Stat. Comput. 30, No. 4, 839--853 (2020; Zbl 1447.62137) Full Text: DOI arXiv
Sang, Peijun; Cao, Jiguo Functional single-index quantile regression models. (English) Zbl 1447.62138 Stat. Comput. 30, No. 4, 771-781 (2020). MSC: 62R10 62G08 62G35 62M20 62P12 62P10 PDFBibTeX XMLCite \textit{P. Sang} and \textit{J. Cao}, Stat. Comput. 30, No. 4, 771--781 (2020; Zbl 1447.62138) Full Text: DOI
Papastamoulis, Panagiotis Clustering multivariate data using factor analytic Bayesian mixtures with an unknown number of components. (English) Zbl 1436.62280 Stat. Comput. 30, No. 3, 485-506 (2020). MSC: 62H30 62H25 62-08 PDFBibTeX XMLCite \textit{P. Papastamoulis}, Stat. Comput. 30, No. 3, 485--506 (2020; Zbl 1436.62280) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{I. Antoniano-Villalobos} et al., Stat. Comput. 30, No. 2, 447--467 (2020; Zbl 1436.62115) Full Text: DOI arXiv
Radivojević, Tijana; Akhmatskaya, Elena Modified Hamiltonian Monte Carlo for Bayesian inference. (English) Zbl 1436.62098 Stat. Comput. 30, No. 2, 377-404 (2020). MSC: 62F15 62-08 65C05 PDFBibTeX XMLCite \textit{T. Radivojević} and \textit{E. Akhmatskaya}, Stat. Comput. 30, No. 2, 377--404 (2020; Zbl 1436.62098) Full Text: DOI arXiv Link
Cui, Ruifei; Bucur, Ioan Gabriel; Groot, Perry; Heskes, Tom A novel Bayesian approach for latent variable modeling from mixed data with missing values. (English) Zbl 1430.62098 Stat. Comput. 29, No. 5, 977-993 (2019). MSC: 62H05 62D10 PDFBibTeX XMLCite \textit{R. Cui} et al., Stat. Comput. 29, No. 5, 977--993 (2019; Zbl 1430.62098) Full Text: DOI arXiv
Gunawan, D.; Tran, M.-N.; Suzuki, K.; Dick, J.; Kohn, R. Computationally efficient Bayesian estimation of high-dimensional Archimedean copulas with discrete and mixed margins. (English) Zbl 1430.62101 Stat. Comput. 29, No. 5, 933-946 (2019). MSC: 62H05 62F15 62H12 65C05 PDFBibTeX XMLCite \textit{D. Gunawan} et al., Stat. Comput. 29, No. 5, 933--946 (2019; Zbl 1430.62101) Full Text: DOI arXiv
Kolev, Aleksandar A.; Ross, Gordon J. Inference for ETAS models with non-Poissonian mainshock arrival times. (English) Zbl 1430.62136 Stat. Comput. 29, No. 5, 915-931 (2019). MSC: 62H30 60G55 65C05 PDFBibTeX XMLCite \textit{A. A. Kolev} and \textit{G. J. Ross}, Stat. Comput. 29, No. 5, 915--931 (2019; Zbl 1430.62136) Full Text: DOI
Macdonald, Benn; Husmeier, Dirk Model selection via marginal likelihood estimation by combining thermodynamic integration and gradient matching. (English) Zbl 1430.62049 Stat. Comput. 29, No. 5, 853-867 (2019). MSC: 62F03 34A05 PDFBibTeX XMLCite \textit{B. Macdonald} and \textit{D. Husmeier}, Stat. Comput. 29, No. 5, 853--867 (2019; Zbl 1430.62049) Full Text: DOI Link
Corneli, Marco; Bouveyron, Charles; Latouche, Pierre; Rossi, Fabrice The dynamic stochastic topic block model for dynamic networks with textual edges. (English) Zbl 1430.62129 Stat. Comput. 29, No. 4, 677-695 (2019). MSC: 62H30 05C80 PDFBibTeX XMLCite \textit{M. Corneli} et al., Stat. Comput. 29, No. 4, 677--695 (2019; Zbl 1430.62129) Full Text: DOI HAL
Shen, Junshan; Yu, Hanjun; Yang, Jin; Liu, Chunling Semiparametric Bayesian analysis for longitudinal mixed effects models with non-normal AR(1) errors. (English) Zbl 1430.62206 Stat. Comput. 29, No. 3, 571-583 (2019). MSC: 62M10 62F15 62P15 PDFBibTeX XMLCite \textit{J. Shen} et al., Stat. Comput. 29, No. 3, 571--583 (2019; Zbl 1430.62206) Full Text: DOI
Cui, Ruifei; Groot, Perry; Heskes, Tom Learning causal structure from mixed data with missing values using Gaussian copula models. (English) Zbl 1430.62099 Stat. Comput. 29, No. 2, 311-333 (2019). MSC: 62H05 62D10 68T05 PDFBibTeX XMLCite \textit{R. Cui} et al., Stat. Comput. 29, No. 2, 311--333 (2019; Zbl 1430.62099) Full Text: DOI
Zuanetti, Daiane Aparecida; Müller, Peter; Zhu, Yitan; Yang, Shengjie; Ji, Yuan Bayesian nonparametric clustering for large data sets. (English) Zbl 1430.62146 Stat. Comput. 29, No. 2, 203-215 (2019). MSC: 62H30 62R07 62G05 62P10 PDFBibTeX XMLCite \textit{D. A. Zuanetti} et al., Stat. Comput. 29, No. 2, 203--215 (2019; Zbl 1430.62146) Full Text: DOI
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 PDFBibTeX XMLCite \textit{M. C. Edwards} et al., Stat. Comput. 29, No. 1, 67--78 (2019; Zbl 1430.62072) Full Text: DOI arXiv
Xue, Jingnan; Liang, Faming Double-parallel Monte Carlo for Bayesian analysis of big data. (English) Zbl 1430.62278 Stat. Comput. 29, No. 1, 23-32 (2019). MSC: 62R07 65C05 62F15 PDFBibTeX XMLCite \textit{J. Xue} and \textit{F. Liang}, Stat. Comput. 29, No. 1, 23--32 (2019; Zbl 1430.62278) Full Text: DOI Link
Yang, Shihao; Chen, Yang; Bernton, Espen; Liu, Jun S. On parallelizable Markov chain Monte Carlo algorithms with waste-recycling. (English) Zbl 1406.65008 Stat. Comput. 28, No. 5, 1073-1081 (2018). MSC: 65C40 65C05 60J22 PDFBibTeX XMLCite \textit{S. Yang} et al., Stat. Comput. 28, No. 5, 1073--1081 (2018; Zbl 1406.65008) Full Text: DOI
Page, Garritt L.; Quintana, Fernando A. Calibrating covariate informed product partition models. (English) Zbl 1405.62123 Stat. Comput. 28, No. 5, 1009-1031 (2018). MSC: 62M20 62H30 PDFBibTeX XMLCite \textit{G. L. Page} and \textit{F. A. Quintana}, Stat. Comput. 28, No. 5, 1009--1031 (2018; Zbl 1405.62123) Full Text: DOI
Corneli, Marco; Latouche, Pierre; Rossi, Fabrice Multiple change points detection and clustering in dynamic networks. (English) Zbl 1405.62076 Stat. Comput. 28, No. 5, 989-1007 (2018). MSC: 62H30 62G10 90B15 PDFBibTeX XMLCite \textit{M. Corneli} et al., Stat. Comput. 28, No. 5, 989--1007 (2018; Zbl 1405.62076) Full Text: DOI HAL
Selland Kleppe, Tore Modified Cholesky Riemann manifold Hamiltonian Monte Carlo: exploiting sparsity for fast sampling of high-dimensional targets. (English) Zbl 1384.65005 Stat. Comput. 28, No. 4, 795-817 (2018). MSC: 65C05 60J22 62F15 PDFBibTeX XMLCite \textit{T. Selland Kleppe}, Stat. Comput. 28, No. 4, 795--817 (2018; Zbl 1384.65005) Full Text: DOI arXiv
Overstall, Antony M.; McGree, James M.; Drovandi, Christopher C. An approach for finding fully Bayesian optimal designs using normal-based approximations to loss functions. (English) Zbl 1384.62277 Stat. Comput. 28, No. 2, 343-358 (2018). MSC: 62K05 62F15 PDFBibTeX XMLCite \textit{A. M. Overstall} et al., Stat. Comput. 28, No. 2, 343--358 (2018; Zbl 1384.62277) Full Text: DOI arXiv
Aderhold, Andrej; Husmeier, Dirk; Grzegorczyk, Marco Approximate Bayesian inference in semi-mechanistic models. (English) Zbl 1384.62075 Stat. Comput. 27, No. 4, 1003-1040 (2017). MSC: 62F15 62J10 62P10 92C42 PDFBibTeX XMLCite \textit{A. Aderhold} et al., Stat. Comput. 27, No. 4, 1003--1040 (2017; Zbl 1384.62075) Full Text: DOI Link
Georgoulas, Anastasis; Hillston, Jane; Sanguinetti, Guido Unbiased Bayesian inference for population Markov jump processes via random truncations. (English) Zbl 1384.62283 Stat. Comput. 27, No. 4, 991-1002 (2017). MSC: 62M05 62F15 60J22 PDFBibTeX XMLCite \textit{A. Georgoulas} et al., Stat. Comput. 27, No. 4, 991--1002 (2017; Zbl 1384.62283) Full Text: DOI arXiv
Vehtari, Aki; Gelman, Andrew; Gabry, Jonah Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC. (English) Zbl 1505.62408 Stat. Comput. 27, No. 5, 1413-1432 (2017); erratum ibid. 27, No. 5, 1433 (2017). MSC: 62-08 62F15 62B10 PDFBibTeX XMLCite \textit{A. Vehtari} et al., Stat. Comput. 27, No. 5, 1413--1432 (2017; Zbl 1505.62408) Full Text: DOI arXiv
Audigier, Vincent; Husson, François; Josse, Julie MIMCA: multiple imputation for categorical variables with multiple correspondence analysis. (English) Zbl 1505.62485 Stat. Comput. 27, No. 2, 501-518 (2017). MSC: 62H25 62-08 PDFBibTeX XMLCite \textit{V. Audigier} et al., Stat. Comput. 27, No. 2, 501--518 (2017; Zbl 1505.62485) Full Text: DOI arXiv
Everitt, Richard G.; Johansen, Adam M.; Rowing, Ellen; Evdemon-Hogan, Melina Bayesian model comparison with un-normalised likelihoods. (English) Zbl 1505.62139 Stat. Comput. 27, No. 2, 403-422 (2017). MSC: 62-08 62F15 65C05 PDFBibTeX XMLCite \textit{R. G. Everitt} et al., Stat. Comput. 27, No. 2, 403--422 (2017; Zbl 1505.62139) Full Text: DOI arXiv Link
Geppert, Leo N.; Ickstadt, Katja; Munteanu, Alexander; Quedenfeld, Jens; Sohler, Christian Random projections for Bayesian regression. (English) Zbl 1505.62157 Stat. Comput. 27, No. 1, 79-101 (2017). MSC: 62-08 62F15 62J05 68W20 PDFBibTeX XMLCite \textit{L. N. Geppert} et al., Stat. Comput. 27, No. 1, 79--101 (2017; Zbl 1505.62157) Full Text: DOI arXiv
Cipolli, William III; Hanson, Timothy Computationally tractable approximate and smoothed Polya trees. (English) Zbl 1505.62105 Stat. Comput. 27, No. 1, 39-51 (2017); erratum ibid. 27, No. 1, 53 (2017). MSC: 62-08 62F15 62G07 62J12 62P10 PDFBibTeX XMLCite \textit{W. Cipolli III} and \textit{T. Hanson}, Stat. Comput. 27, No. 1, 39--51 (2017; Zbl 1505.62105) Full Text: DOI
Zhang, Lin; Sarkar, Abhra; Mallick, Bani K. Bayesian sparse covariance decomposition with a graphical structure. (English) Zbl 1342.62039 Stat. Comput. 26, No. 1-2, 493-510 (2016). MSC: 62F15 62H12 62J07 62A09 PDFBibTeX XMLCite \textit{L. Zhang} et al., Stat. Comput. 26, No. 1--2, 493--510 (2016; Zbl 1342.62039) Full Text: DOI
Azevedo, Caio L. N.; Fox, Jean-Paul; Andrade, Dalton F. Bayesian longitudinal item response modeling with restricted covariance pattern structures. (English) Zbl 1342.62181 Stat. Comput. 26, No. 1-2, 443-460 (2016). MSC: 62P15 62F15 PDFBibTeX XMLCite \textit{C. L. N. Azevedo} et al., Stat. Comput. 26, No. 1--2, 443--460 (2016; Zbl 1342.62181) Full Text: DOI
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 PDFBibTeX XMLCite \textit{J. E. Griffin}, Stat. Comput. 26, No. 1--2, 423--441 (2016; Zbl 1342.62047) Full Text: DOI arXiv
Malsiner-Walli, Gertraud; Frühwirth-Schnatter, Sylvia; Grün, Bettina Model-based clustering based on sparse finite Gaussian mixtures. (English) Zbl 1342.62109 Stat. Comput. 26, No. 1-2, 303-324 (2016). MSC: 62H30 62F15 PDFBibTeX XMLCite \textit{G. Malsiner-Walli} et al., Stat. Comput. 26, No. 1--2, 303--324 (2016; Zbl 1342.62109) Full Text: DOI arXiv
Pereyra, Marcelo Proximal Markov chain Monte Carlo algorithms. (English) Zbl 1505.62315 Stat. Comput. 26, No. 4, 745-760 (2016). MSC: 62-08 65C05 62F15 62H12 90C25 94A08 PDFBibTeX XMLCite \textit{M. Pereyra}, Stat. Comput. 26, No. 4, 745--760 (2016; Zbl 1505.62315) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{D. I. Hastie} et al., Stat. Comput. 25, No. 5, 1023--1037 (2015; Zbl 1332.62093) Full Text: DOI arXiv
Picheny, Victor Multiobjective optimization using Gaussian process emulators via stepwise uncertainty reduction. (English) Zbl 1331.90102 Stat. Comput. 25, No. 6, 1265-1280 (2015). MSC: 90C59 65C60 62P99 PDFBibTeX XMLCite \textit{V. Picheny}, Stat. Comput. 25, No. 6, 1265--1280 (2015; Zbl 1331.90102) Full Text: DOI arXiv
Green, Peter J.; Łatuszyński, Krzysztof; Pereyra, Marcelo; Robert, Christian P. Bayesian computation: a summary of the current state, and samples backwards and forwards. (English) Zbl 1331.62017 Stat. Comput. 25, No. 4, 835-862 (2015). MSC: 62-03 01A65 65C60 PDFBibTeX XMLCite \textit{P. J. Green} et al., Stat. Comput. 25, No. 4, 835--862 (2015; Zbl 1331.62017) Full Text: DOI arXiv
Hu, Yuao; Zhao, Kaifeng; Lian, Heng Bayesian quantile regression for partially linear additive models. (English) Zbl 1331.62143 Stat. Comput. 25, No. 3, 651-668 (2015). MSC: 62F15 PDFBibTeX XMLCite \textit{Y. Hu} et al., Stat. Comput. 25, No. 3, 651--668 (2015; Zbl 1331.62143) Full Text: DOI arXiv
Su, Steve Flexible parametric quantile regression model. (English) Zbl 1331.62327 Stat. Comput. 25, No. 3, 635-650 (2015). MSC: 62J02 62F15 PDFBibTeX XMLCite \textit{S. Su}, Stat. Comput. 25, No. 3, 635--650 (2015; Zbl 1331.62327) Full Text: DOI
Pya, Natalya; Wood, Simon N. Shape constrained additive models. (English) Zbl 1331.62367 Stat. Comput. 25, No. 3, 543-559 (2015). MSC: 62J12 62J05 PDFBibTeX XMLCite \textit{N. Pya} and \textit{S. N. Wood}, Stat. Comput. 25, No. 3, 543--559 (2015; Zbl 1331.62367) Full Text: DOI
Geraci, Marco; Bottai, Matteo Linear quantile mixed models. (English) Zbl 1325.62010 Stat. Comput. 24, No. 3, 461-479 (2014). MSC: 62-07 65C60 65C05 62P10 PDFBibTeX XMLCite \textit{M. Geraci} and \textit{M. Bottai}, Stat. Comput. 24, No. 3, 461--479 (2014; Zbl 1325.62010) Full Text: DOI Link
Pan, Jianxin; Huang, Chao Random effects selection in generalized linear mixed models via shrinkage penalty function. (English) Zbl 1322.62191 Stat. Comput. 24, No. 5, 725-738 (2014). MSC: 62J07 62J12 PDFBibTeX XMLCite \textit{J. Pan} and \textit{C. Huang}, Stat. Comput. 24, No. 5, 725--738 (2014; Zbl 1322.62191) Full Text: DOI
Oh, Man-Suk Bayesian multiple comparison of models for binary data with inequality constraints. (English) Zbl 1325.62144 Stat. Comput. 23, No. 4, 481-490 (2013). MSC: 62J15 62F15 62J12 62-07 PDFBibTeX XMLCite \textit{M.-S. Oh}, Stat. Comput. 23, No. 4, 481--490 (2013; Zbl 1325.62144) Full Text: DOI
Zhang, Yanwei Likelihood-based and Bayesian methods for Tweedie compound Poisson linear mixed models. (English) Zbl 1322.62198 Stat. Comput. 23, No. 6, 743-757 (2013). MSC: 62J12 62F12 62F15 62H30 PDFBibTeX XMLCite \textit{Y. Zhang}, Stat. Comput. 23, No. 6, 743--757 (2013; Zbl 1322.62198) Full Text: DOI
Lykou, Anastasia; Ntzoufras, Ioannis On Bayesian lasso variable selection and the specification of the shrinkage parameter. (English) Zbl 1322.62110 Stat. Comput. 23, No. 3, 361-390 (2013). MSC: 62F15 62F07 62J07 62H20 PDFBibTeX XMLCite \textit{A. Lykou} and \textit{I. Ntzoufras}, Stat. Comput. 23, No. 3, 361--390 (2013; Zbl 1322.62110) Full Text: DOI
Maadooliat, Mehdi; Pourahmadi, Mohsen; Huang, Jianhua Z. Robust estimation of the correlation matrix of longitudinal data. (English) Zbl 1322.62154 Stat. Comput. 23, No. 1, 17-28 (2013). MSC: 62H12 62H35 PDFBibTeX XMLCite \textit{M. Maadooliat} et al., Stat. Comput. 23, No. 1, 17--28 (2013; Zbl 1322.62154) Full Text: DOI Link
Forster, Jonathan J.; Gill, Roger C.; Overstall, Antony M. Reversible jump methods for generalised linear models and generalised linear mixed models. (English) Zbl 1322.62195 Stat. Comput. 22, No. 1, 107-120 (2012). MSC: 62J12 62F15 62-07 PDFBibTeX XMLCite \textit{J. J. Forster} et al., Stat. Comput. 22, No. 1, 107--120 (2012; Zbl 1322.62195) Full Text: DOI
Barnes, Chris P.; Filippi, Sarah; Stumpf, Michael P. H. Considerate approaches to constructing summary statistics for ABC model selection. (English) Zbl 1252.62002 Stat. Comput. 22, No. 6, 1181-1197 (2012). MSC: 62B10 62F15 65C60 PDFBibTeX XMLCite \textit{C. P. Barnes} et al., Stat. Comput. 22, No. 6, 1181--1197 (2012; Zbl 1252.62002) Full Text: DOI arXiv Link
Tibbits, Matthew M.; Haran, Murali; Liechty, John C. Parallel multivariate slice sampling. (English) Zbl 1253.60082 Stat. Comput. 21, No. 3, 415-430 (2011). MSC: 60J22 62J05 62M05 68W10 PDFBibTeX XMLCite \textit{M. M. Tibbits} et al., Stat. Comput. 21, No. 3, 415--430 (2011; Zbl 1253.60082) Full Text: DOI