Shang, Laixu; Zheng, Qian-Zhen; Xu, Ping-Feng; Shan, Na; Tang, Man-Lai A generalized expectation model selection algorithm for latent variable selection in multidimensional item response theory models. (English) Zbl 07800685 Stat. Comput. 34, No. 1, Paper No. 49, 15 p. (2024). MSC: 62-08 62P15 PDFBibTeX XMLCite \textit{L. Shang} et al., Stat. Comput. 34, No. 1, Paper No. 49, 15 p. (2024; Zbl 07800685) Full Text: DOI
Zou, Jiahui; Yuan, Chaoxia; Zhang, Xinyu; Zou, Guohua; Wan, Alan T. K. Model averaging for support vector classifier by cross-validation. (English) Zbl 1517.62053 Stat. Comput. 33, No. 5, Paper No. 117, 22 p. (2023). MSC: 62-08 62H30 68T05 PDFBibTeX XMLCite \textit{J. Zou} et al., Stat. Comput. 33, No. 5, Paper No. 117, 22 p. (2023; Zbl 1517.62053) Full Text: DOI arXiv
Li, Yanxin; Linero, Antonio; Walker, Stephen G. Latent uniform samplers on multivariate binary spaces. (English) Zbl 1517.62035 Stat. Comput. 33, No. 5, Paper No. 102, 14 p. (2023). MSC: 62-08 65C05 65C40 PDFBibTeX XMLCite \textit{Y. Li} et al., Stat. Comput. 33, No. 5, Paper No. 102, 14 p. (2023; Zbl 1517.62035) Full Text: DOI
Crispino, Marta; Mollica, Cristina; Astuti, Valerio; Tardella, Luca Efficient and accurate inference for mixtures of Mallows models with Spearman distance. (English) Zbl 1517.62012 Stat. Comput. 33, No. 5, Paper No. 98, 15 p. (2023). MSC: 62-08 62F07 PDFBibTeX XMLCite \textit{M. Crispino} et al., Stat. Comput. 33, No. 5, Paper No. 98, 15 p. (2023; Zbl 1517.62012) Full Text: DOI arXiv
Ma, Xiaoyu; Sardy, Sylvain; Hengartner, Nick; Bobenko, Nikolai; Lin, Yen Ting A phase transition for finding needles in nonlinear haystacks with LASSO artificial neural networks. (English) Zbl 1499.62026 Stat. Comput. 32, No. 6, Paper No. 99, 18 p. (2022). MSC: 62-08 62J07 68T07 PDFBibTeX XMLCite \textit{X. Ma} et al., Stat. Comput. 32, No. 6, Paper No. 99, 18 p. (2022; Zbl 1499.62026) Full Text: DOI arXiv
Cai, Xiaohao; McEwen, Jason D.; Pereyra, Marcelo Proximal nested sampling for high-dimensional Bayesian model selection. (English) Zbl 1496.62005 Stat. Comput. 32, No. 5, Paper No. 87, 22 p. (2022). MSC: 62-08 62F15 PDFBibTeX XMLCite \textit{X. Cai} et al., Stat. Comput. 32, No. 5, Paper No. 87, 22 p. (2022; Zbl 1496.62005) Full Text: DOI arXiv
Meilă, Marina; Wagner, Annelise; Meek, Christopher Recursive inversion models for permutations. (English) Zbl 1490.62020 Stat. Comput. 32, No. 4, Paper No. 54, 20 p. (2022). MSC: 62-08 62F07 PDFBibTeX XMLCite \textit{M. Meilă} et al., Stat. Comput. 32, No. 4, Paper No. 54, 20 p. (2022; Zbl 1490.62020) Full Text: DOI
Hooker, Giles; Shang, Han Lin Selecting the derivative of a functional covariate in scalar-on-function regression. (English) Zbl 1486.62007 Stat. Comput. 32, No. 3, Paper No. 35, 12 p. (2022). MSC: 62-08 62G08 62R10 PDFBibTeX XMLCite \textit{G. Hooker} and \textit{H. L. Shang}, Stat. Comput. 32, No. 3, Paper No. 35, 12 p. (2022; Zbl 1486.62007) Full Text: DOI arXiv
Hainy, Markus; Price, David J.; Restif, Olivier; Drovandi, Christopher Optimal Bayesian design for model discrimination via classification. (English) Zbl 1484.62004 Stat. Comput. 32, No. 2, Paper No. 25, 17 p. (2022). MSC: 62-08 62F15 62H30 PDFBibTeX XMLCite \textit{M. Hainy} et al., Stat. Comput. 32, No. 2, Paper No. 25, 17 p. (2022; Zbl 1484.62004) Full Text: DOI arXiv
Caballero, Renzo; Kebaier, Ahmed; Scavino, Marco; Tempone, Raúl Quantifying uncertainty with a derivative tracking SDE model and application to wind power forecast data. (English) Zbl 1475.62021 Stat. Comput. 31, No. 5, Paper No. 64, 19 p. (2021). MSC: 62-08 60H10 62M20 65K10 PDFBibTeX XMLCite \textit{R. Caballero} et al., Stat. Comput. 31, No. 5, Paper No. 64, 19 p. (2021; Zbl 1475.62021) Full Text: DOI arXiv
Luo, Yu; Stephens, David A. Bayesian inference for continuous-time hidden Markov models with an unknown number of states. (English) Zbl 1475.62047 Stat. Comput. 31, No. 5, Paper No. 57, 15 p. (2021). MSC: 62-08 62F15 62M05 PDFBibTeX XMLCite \textit{Y. Luo} and \textit{D. A. Stephens}, Stat. Comput. 31, No. 5, Paper No. 57, 15 p. (2021; Zbl 1475.62047) Full Text: DOI arXiv
Wang, Linna; Qin, Yichen; Li, Yang Confidence graphs for graphical model selection. (English) Zbl 1475.62065 Stat. Comput. 31, No. 5, Paper No. 52, 21 p. (2021). MSC: 62-08 PDFBibTeX XMLCite \textit{L. Wang} et al., Stat. Comput. 31, No. 5, Paper No. 52, 21 p. (2021; Zbl 1475.62065) Full Text: DOI
Lowther, Aaron P.; Fearnhead, Paul; Nunes, Matthew A.; Jensen, Kjeld Semi-automated simultaneous predictor selection for regression-SARIMA models. (English) Zbl 1452.62502 Stat. Comput. 30, No. 6, 1759-1778 (2020). MSC: 62J05 62H12 62M10 PDFBibTeX XMLCite \textit{A. P. Lowther} et al., Stat. Comput. 30, No. 6, 1759--1778 (2020; Zbl 1452.62502) Full Text: DOI arXiv
Alquier, Pierre; Bertin, Karine; Doukhan, Paul; Garnier, Rémy High-dimensional VAR with low-rank transition. (English) Zbl 1448.62130 Stat. Comput. 30, No. 4, 1139-1153 (2020). MSC: 62M10 62M20 62P20 PDFBibTeX XMLCite \textit{P. Alquier} et al., Stat. Comput. 30, No. 4, 1139--1153 (2020; Zbl 1448.62130) Full Text: DOI arXiv
Andrade, Daniel; Takeda, Akiko; Fukumizu, Kenji Robust Bayesian model selection for variable clustering with the Gaussian graphical model. (English) Zbl 1436.62217 Stat. Comput. 30, No. 2, 351-376 (2020). MSC: 62H22 62H30 62B10 PDFBibTeX XMLCite \textit{D. Andrade} et al., Stat. Comput. 30, No. 2, 351--376 (2020; Zbl 1436.62217) Full Text: DOI arXiv
Paine, P. J.; Preston, S. P.; Tsagris, M.; Wood, Andrew T. A. Spherical regression models with general covariates and anisotropic errors. (English) Zbl 1436.62314 Stat. Comput. 30, No. 1, 153-165 (2020). MSC: 62J02 62E15 62F03 PDFBibTeX XMLCite \textit{P. J. Paine} et al., Stat. Comput. 30, No. 1, 153--165 (2020; Zbl 1436.62314) 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
Heck, Daniel W.; Overstall, Antony M.; Gronau, Quentin F.; Wagenmakers, Eric-Jan Quantifying uncertainty in transdimensional Markov chain Monte Carlo using discrete Markov models. (English) Zbl 1430.62056 Stat. Comput. 29, No. 4, 631-643 (2019). MSC: 62F15 60J10 65C40 PDFBibTeX XMLCite \textit{D. W. Heck} et al., Stat. Comput. 29, No. 4, 631--643 (2019; Zbl 1430.62056) Full Text: DOI arXiv
Abbruzzo, Antonino; Vujačić, Ivan; Mineo, Angelo M.; Wit, Ernst C. Selecting the tuning parameter in penalized Gaussian graphical models. (English) Zbl 1430.62020 Stat. Comput. 29, No. 3, 559-569 (2019). MSC: 62B10 62A09 05C90 PDFBibTeX XMLCite \textit{A. Abbruzzo} et al., Stat. Comput. 29, No. 3, 559--569 (2019; Zbl 1430.62020) Full Text: DOI Link
Guastavino, Sabrina; Benvenuto, Federico A consistent and numerically efficient variable selection method for sparse Poisson regression with applications to learning and signal recovery. (English) Zbl 1430.62078 Stat. Comput. 29, No. 3, 501-516 (2019). MSC: 62G08 62G20 62J07 62J12 PDFBibTeX XMLCite \textit{S. Guastavino} and \textit{F. Benvenuto}, Stat. Comput. 29, No. 3, 501--516 (2019; Zbl 1430.62078) Full Text: DOI Link
Yu, Philip L. H.; Xu, Hang Rank aggregation using latent-scale distance-based models. (English) Zbl 1430.62051 Stat. Comput. 29, No. 2, 335-349 (2019). MSC: 62F07 62H30 PDFBibTeX XMLCite \textit{P. L. H. Yu} and \textit{H. Xu}, Stat. Comput. 29, No. 2, 335--349 (2019; Zbl 1430.62051) Full Text: DOI
Dong, Fanghu; Yin, Guosheng Maximum likelihood estimation for incomplete multinomial data via the weaver algorithm. (English) Zbl 1406.62059 Stat. Comput. 28, No. 5, 1095-1117 (2018). MSC: 62H17 62F07 65K10 62G07 PDFBibTeX XMLCite \textit{F. Dong} and \textit{G. Yin}, Stat. Comput. 28, No. 5, 1095--1117 (2018; Zbl 1406.62059) Full Text: DOI
Hernández, Belinda; Raftery, Adrian E.; Pennington, Stephen R.; Parnell, Andrew C. Bayesian additive regression trees using Bayesian model averaging. (English) Zbl 1386.68131 Stat. Comput. 28, No. 4, 869-890 (2018). MSC: 68T05 62F15 62P10 PDFBibTeX XMLCite \textit{B. Hernández} et al., Stat. Comput. 28, No. 4, 869--890 (2018; Zbl 1386.68131) Full Text: DOI arXiv Link
Charitidou, E.; Fouskakis, D.; Ntzoufras, I. Objective Bayesian transformation and variable selection using default Bayes factors. (English) Zbl 1384.62081 Stat. Comput. 28, No. 3, 579-594 (2018). MSC: 62F15 62F07 PDFBibTeX XMLCite \textit{E. Charitidou} et al., Stat. Comput. 28, No. 3, 579--594 (2018; Zbl 1384.62081) Full Text: DOI
Galimberti, Giuliano; Manisi, Annamaria; Soffritti, Gabriele Modelling the role of variables in model-based cluster analysis. (English) Zbl 1384.62195 Stat. Comput. 28, No. 1, 145-169 (2018). MSC: 62H30 62J05 PDFBibTeX XMLCite \textit{G. Galimberti} et al., Stat. Comput. 28, No. 1, 145--169 (2018; Zbl 1384.62195) Full Text: DOI Link
Marbac, Matthieu; Sedki, Mohammed Variable selection for model-based clustering using the integrated complete-data likelihood. (English) Zbl 1384.62199 Stat. Comput. 27, No. 4, 1049-1063 (2017). MSC: 62H30 62F10 PDFBibTeX XMLCite \textit{M. Marbac} and \textit{M. Sedki}, Stat. Comput. 27, No. 4, 1049--1063 (2017; Zbl 1384.62199) 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
Brockhaus, Sarah; Melcher, Michael; Leisch, Friedrich; Greven, Sonja Boosting flexible functional regression models with a high number of functional historical effects. (English) Zbl 1384.62131 Stat. Comput. 27, No. 4, 913-926 (2017). MSC: 62G08 62P10 62J12 PDFBibTeX XMLCite \textit{S. Brockhaus} et al., Stat. Comput. 27, No. 4, 913--926 (2017; Zbl 1384.62131) Full Text: DOI
Lin, Bingqing; Wang, Qihua; Zhang, Jun; Pang, Zhen Stable prediction in high-dimensional linear models. (English) Zbl 1505.62249 Stat. Comput. 27, No. 5, 1401-1412 (2017). MSC: 62-08 62J05 PDFBibTeX XMLCite \textit{B. Lin} et al., Stat. Comput. 27, No. 5, 1401--1412 (2017; Zbl 1505.62249) Full Text: DOI
Piironen, Juho; Vehtari, Aki Comparison of Bayesian predictive methods for model selection. (English) Zbl 1505.62321 Stat. Comput. 27, No. 3, 711-735 (2017). MSC: 62-08 62F15 PDFBibTeX XMLCite \textit{J. Piironen} and \textit{A. Vehtari}, Stat. Comput. 27, No. 3, 711--735 (2017; Zbl 1505.62321) Full Text: DOI arXiv
Maroufy, Vahed; Marriott, Paul Mixture models: building a parameter space. (English) Zbl 1505.62274 Stat. Comput. 27, No. 3, 591-597 (2017). MSC: 62-08 PDFBibTeX XMLCite \textit{V. Maroufy} and \textit{P. Marriott}, Stat. Comput. 27, No. 3, 591--597 (2017; Zbl 1505.62274) Full Text: DOI arXiv
Bécu, Jean-Michel; Grandvalet, Yves; Ambroise, Christophe; Dalmasso, Cyril Beyond support in two-stage variable selection. (English) Zbl 1505.62056 Stat. Comput. 27, No. 1, 169-179 (2017). MSC: 62-08 62J07 62J05 PDFBibTeX XMLCite \textit{J.-M. Bécu} et al., Stat. Comput. 27, No. 1, 169--179 (2017; Zbl 1505.62056) Full Text: DOI arXiv
Pircalabelu, Eugen; Claeskens, Gerda; Gijbels, Irène Copula directed acyclic graphs. (English) Zbl 1505.62322 Stat. Comput. 27, No. 1, 55-78 (2017). MSC: 62-08 62H05 62H20 62H22 PDFBibTeX XMLCite \textit{E. Pircalabelu} et al., Stat. Comput. 27, No. 1, 55--78 (2017; Zbl 1505.62322) Full Text: DOI Link
Kleppe, Tore Selland; Skaug, Hans J. Bandwidth selection in pre-smoothed particle filters. (English) Zbl 1505.62230 Stat. Comput. 26, No. 5, 1009-1024 (2016). MSC: 62-08 62M20 65C05 PDFBibTeX XMLCite \textit{T. S. Kleppe} and \textit{H. J. Skaug}, Stat. Comput. 26, No. 5, 1009--1024 (2016; Zbl 1505.62230) Full Text: DOI arXiv
Tang, Xingyu; Lian, Heng Mean and quantile boosting for partially linear additive models. (English) Zbl 1505.62397 Stat. Comput. 26, No. 5, 997-1008 (2016). MSC: 62-08 62G08 PDFBibTeX XMLCite \textit{X. Tang} and \textit{H. Lian}, Stat. Comput. 26, No. 5, 997--1008 (2016; Zbl 1505.62397) Full Text: DOI
White, Arthur; Wyse, Jason; Murphy, Thomas Brendan Bayesian variable selection for latent class analysis using a collapsed Gibbs sampler. (English) Zbl 1342.62112 Stat. Comput. 26, No. 1-2, 511-527 (2016). MSC: 62H30 62F15 62F10 PDFBibTeX XMLCite \textit{A. White} et al., Stat. Comput. 26, No. 1--2, 511--527 (2016; Zbl 1342.62112) Full Text: DOI arXiv Link
Viallon, Vivian; Lambert-Lacroix, Sophie; Hoefling, Hölger; Picard, Franck On the robustness of the generalized fused Lasso to prior specifications. (English) Zbl 1342.62123 Stat. Comput. 26, No. 1-2, 285-301 (2016). MSC: 62J07 62J12 PDFBibTeX XMLCite \textit{V. Viallon} et al., Stat. Comput. 26, No. 1--2, 285--301 (2016; Zbl 1342.62123) Full Text: DOI HAL
Wei, Bei; Lee, Stephen M. S.; Wu, Xiyuan Stochastically optimal bootstrap sample size for shrinkage-type statistics. (English) Zbl 1342.62068 Stat. Comput. 26, No. 1-2, 249-262 (2016). MSC: 62G09 62J07 PDFBibTeX XMLCite \textit{B. Wei} et al., Stat. Comput. 26, No. 1--2, 249--262 (2016; Zbl 1342.62068) Full Text: DOI
Hasnat, Md. Abul; Alata, Olivier; Trémeau, Alain Model-based hierarchical clustering with Bregman divergences and Fishers mixture model: application to depth image analysis. (English) Zbl 1505.62180 Stat. Comput. 26, No. 4, 861-880 (2016). MSC: 62-08 62H30 62H35 PDFBibTeX XMLCite \textit{Md. A. Hasnat} et al., Stat. Comput. 26, No. 4, 861--880 (2016; Zbl 1505.62180) Full Text: DOI
Pircalabelu, Eugen; Claeskens, Gerda; Waldorp, Lourens A focused information criterion for graphical models. (English) Zbl 1331.62057 Stat. Comput. 25, No. 6, 1071-1092 (2015). MSC: 62B10 62A09 65C60 PDFBibTeX XMLCite \textit{E. Pircalabelu} et al., Stat. Comput. 25, No. 6, 1071--1092 (2015; Zbl 1331.62057) Full Text: DOI Link
Baudry, Jean-Patrick; Celeux, Gilles EM for mixtures. Initialization requires special care. (English) Zbl 1331.62301 Stat. Comput. 25, No. 4, 713-726 (2015). MSC: 62H30 65C60 PDFBibTeX XMLCite \textit{J.-P. Baudry} and \textit{G. Celeux}, Stat. Comput. 25, No. 4, 713--726 (2015; Zbl 1331.62301) Full Text: DOI
Li, Gaorong; Lai, Peng; Lian, Heng Variable selection and estimation for partially linear single-index models with longitudinal data. (English) Zbl 1331.62336 Stat. Comput. 25, No. 3, 579-593 (2015). MSC: 62J05 62J07 65C60 PDFBibTeX XMLCite \textit{G. Li} et al., Stat. Comput. 25, No. 3, 579--593 (2015; Zbl 1331.62336) Full Text: DOI arXiv
Groll, Andreas; Tutz, Gerhard Variable selection for generalized linear mixed models by \(L_1\)-penalized estimation. (English) Zbl 1325.62139 Stat. Comput. 24, No. 2, 137-154 (2014). MSC: 62J12 62-07 62P10 65C60 PDFBibTeX XMLCite \textit{A. Groll} and \textit{G. Tutz}, Stat. Comput. 24, No. 2, 137--154 (2014; Zbl 1325.62139) Full Text: DOI
Fouskakis, D.; Ntzoufras, I. Computation for intrinsic variable selection in normal regression models via expected-posterior prior. (English) Zbl 1325.65023 Stat. Comput. 23, No. 4, 491-499 (2013). MSC: 65C60 62-07 62M05 PDFBibTeX XMLCite \textit{D. Fouskakis} and \textit{I. Ntzoufras}, Stat. Comput. 23, No. 4, 491--499 (2013; Zbl 1325.65023) Full Text: DOI
Hirose, Yoshihiro; Komaki, Fumiyasu Edge selection based on the geometry of dually flat spaces for Gaussian graphical models. (English) Zbl 1322.62051 Stat. Comput. 23, No. 6, 793-800 (2013). MSC: 62A09 62H99 PDFBibTeX XMLCite \textit{Y. Hirose} and \textit{F. Komaki}, Stat. Comput. 23, No. 6, 793--800 (2013; Zbl 1322.62051) Full Text: DOI
Ghosh, Joyee; Reiter, Jerome P. Secure Bayesian model averaging for horizontally partitioned data. (English) Zbl 1322.62101 Stat. Comput. 23, No. 3, 311-322 (2013). MSC: 62F15 62J02 62J12 62-07 PDFBibTeX XMLCite \textit{J. Ghosh} and \textit{J. P. Reiter}, Stat. Comput. 23, No. 3, 311--322 (2013; Zbl 1322.62101) Full Text: DOI
Nott, David J.; Tran, Minh-Ngoc; Leng, Chenlei Variational approximation for heteroscedastic linear models and matching pursuit algorithms. (English) Zbl 1322.62031 Stat. Comput. 22, No. 2, 497-512 (2012). MSC: 62-07 62J05 PDFBibTeX XMLCite \textit{D. J. Nott} et al., Stat. Comput. 22, No. 2, 497--512 (2012; Zbl 1322.62031) Full Text: DOI arXiv
Baudry, Jean-Patrick; Maugis, Cathy; Michel, Bertrand Slope heuristics: overview and implementation. (English) Zbl 1322.62007 Stat. Comput. 22, No. 2, 455-470 (2012). MSC: 62-07 PDFBibTeX XMLCite \textit{J.-P. Baudry} et al., Stat. Comput. 22, No. 2, 455--470 (2012; Zbl 1322.62007) Full Text: DOI HAL
Rigaill, G.; Lebarbier, Émilie; Robin, Stéphane Exact posterior distributions and model selection criteria for multiple change-point detection problems. (English) Zbl 1252.62027 Stat. Comput. 22, No. 4, 917-929 (2012). MSC: 62F15 62E15 65C60 62P10 PDFBibTeX XMLCite \textit{G. Rigaill} et al., Stat. Comput. 22, No. 4, 917--929 (2012; Zbl 1252.62027) Full Text: DOI
Cohen, Serge; Déjean, Sébastien; Gadat, Sébastien Adaptive sequential design for regression on multi-resolution bases. (English) Zbl 1252.62082 Stat. Comput. 22, No. 3, 753-772 (2012). MSC: 62L05 62K05 62J05 65C60 PDFBibTeX XMLCite \textit{S. Cohen} et al., Stat. Comput. 22, No. 3, 753--772 (2012; Zbl 1252.62082) Full Text: DOI
Wagner, Helga Bayesian estimation and stochastic model specification search for dynamic survival models. (English) Zbl 1284.62630 Stat. Comput. 21, No. 2, 231-246 (2011). MSC: 62N05 62F15 62N02 62P10 PDFBibTeX XMLCite \textit{H. Wagner}, Stat. Comput. 21, No. 2, 231--246 (2011; Zbl 1284.62630) Full Text: DOI
Arlot, Sylvain; Celisse, Alain Segmentation of the mean of heteroscedastic data via cross-validation. (English) Zbl 1221.62061 Stat. Comput. 21, No. 4, 613-632 (2011). MSC: 62G08 65C60 62P10 PDFBibTeX XMLCite \textit{S. Arlot} and \textit{A. Celisse}, Stat. Comput. 21, No. 4, 613--632 (2011; Zbl 1221.62061) Full Text: DOI arXiv
Soffritti, Gabriele; Galimberti, Giuliano Multivariate linear regression with non-normal errors: a solution based on mixture models. (English) Zbl 1221.62106 Stat. Comput. 21, No. 4, 523-536 (2011). MSC: 62J05 62H12 62H10 65C05 PDFBibTeX XMLCite \textit{G. Soffritti} and \textit{G. Galimberti}, Stat. Comput. 21, No. 4, 523--536 (2011; Zbl 1221.62106) Full Text: DOI