Zeng, Xueying; Lv, Ruoxi; Li, Si The maximum a posteriori estimation model for signal recovery with mixed Gaussian and impulse noise. (English) Zbl 1528.94021 Appl. Math. Lett. 147, Article ID 108859, 7 p. (2024). Reviewer: Yankui Sun (Beijing) MSC: 94A12 94A08 68U10 65D18 PDFBibTeX XMLCite \textit{X. Zeng} et al., Appl. Math. Lett. 147, Article ID 108859, 7 p. (2024; Zbl 1528.94021) Full Text: DOI
Autry, Eric; Carter, Daniel; Herschlag, Gregory J.; Hunter, Zach; Mattingly, Jonathan C. Metropolized forest recombination for Monte Carlo sampling of graph partitions. (English) Zbl 1522.65008 SIAM J. Appl. Math. 83, No. 4, 1366-1391 (2023). MSC: 65C05 91D10 91D20 91F10 PDFBibTeX XMLCite \textit{E. Autry} et al., SIAM J. Appl. Math. 83, No. 4, 1366--1391 (2023; Zbl 1522.65008) Full Text: DOI arXiv
He, Jingyu; Hahn, P. Richard Stochastic tree ensembles for regularized nonlinear regression. (English) Zbl 1514.68251 J. Am. Stat. Assoc. 118, No. 541, 551-570 (2023). MSC: 68T05 62-08 62F15 62J02 65C05 PDFBibTeX XMLCite \textit{J. He} and \textit{P. R. Hahn}, J. Am. Stat. Assoc. 118, No. 541, 551--570 (2023; Zbl 1514.68251) Full Text: DOI arXiv
Gao, Xuerui; Bai, Yanqin; Fang, Shu-Cherng; Luo, Jian; Li, Qian A new hybrid \(l_p\)-\(l_2\) model for sparse solutions with applications to image processing. (English) Zbl 1524.90255 J. Ind. Manag. Optim. 19, No. 2, 890-915 (2023). MSC: 90C26 90C46 90C90 65K05 PDFBibTeX XMLCite \textit{X. Gao} et al., J. Ind. Manag. Optim. 19, No. 2, 890--915 (2023; Zbl 1524.90255) Full Text: DOI
Ma, Zichen; Fokoué, Ernest P. Bayesian variable selection for linear regression with the \(\kappa\)-\(G\) priors. (English) Zbl 1509.62289 Math. Appl., Brno 11, No. 2, 143-154 (2022). MSC: 62J05 62J07 65C05 PDFBibTeX XMLCite \textit{Z. Ma} and \textit{E. P. Fokoué}, Math. Appl., Brno 11, No. 2, 143--154 (2022; Zbl 1509.62289) Full Text: DOI arXiv
Law, Kody J. H.; Zankin, Vitaly Sparse online variational Bayesian regression. (English) Zbl 1498.62019 SIAM/ASA J. Uncertain. Quantif. 10, 1070-1100 (2022). MSC: 62C10 62J05 62J07 65K10 PDFBibTeX XMLCite \textit{K. J. H. Law} and \textit{V. Zankin}, SIAM/ASA J. Uncertain. Quantif. 10, 1070--1100 (2022; Zbl 1498.62019) Full Text: DOI arXiv
Liang, Xitong; Livingstone, Samuel; Griffin, Jim Adaptive random neighbourhood informed Markov chain Monte Carlo for high-dimensional Bayesian variable selection. (English) Zbl 1497.62011 Stat. Comput. 32, No. 5, Paper No. 84, 52 p. (2022). MSC: 62-08 62F15 65C05 PDFBibTeX XMLCite \textit{X. Liang} et al., Stat. Comput. 32, No. 5, Paper No. 84, 52 p. (2022; Zbl 1497.62011) Full Text: DOI arXiv
Rotiroti, Frank; Walker, Stephen G. Computing marginal likelihoods via the Fourier integral theorem and pointwise estimation of posterior densities. (English) Zbl 1495.62014 Stat. Comput. 32, No. 5, Paper No. 67, 18 p. (2022). MSC: 62-08 62F15 65C40 PDFBibTeX XMLCite \textit{F. Rotiroti} and \textit{S. G. Walker}, Stat. Comput. 32, No. 5, Paper No. 67, 18 p. (2022; Zbl 1495.62014) Full Text: DOI
Roy, Abhishek; Shen, Lingqing; Balasubramanian, Krishnakumar; Ghadimi, Saeed Stochastic zeroth-order discretizations of Langevin diffusions for Bayesian inference. (English) Zbl 07526607 Bernoulli 28, No. 3, 1810-1834 (2022). MSC: 62F15 65Cxx 90Cxx PDFBibTeX XMLCite \textit{A. Roy} et al., Bernoulli 28, No. 3, 1810--1834 (2022; Zbl 07526607) Full Text: DOI arXiv Link
Wang, Yating; Deng, Wei; Lin, Guang Bayesian sparse learning with preconditioned stochastic gradient MCMC and its applications. (English) Zbl 07511680 J. Comput. Phys. 432, Article ID 110134, 19 p. (2021). MSC: 65Nxx 68Txx 62Fxx PDFBibTeX XMLCite \textit{Y. Wang} et al., J. Comput. Phys. 432, Article ID 110134, 19 p. (2021; Zbl 07511680) Full Text: DOI arXiv
Aljohani, Hassan M. Stationary wavelet with double generalised Rayleigh distribution. (English) Zbl 1512.62027 Math. Probl. Eng. 2021, Article ID 6646287, 14 p. (2021). MSC: 62F10 65T60 PDFBibTeX XMLCite \textit{H. M. Aljohani}, Math. Probl. Eng. 2021, Article ID 6646287, 14 p. (2021; Zbl 1512.62027) Full Text: DOI
Klein, Nadja; Carlan, Manuel; Kneib, Thomas; Lang, Stefan; Wagner, Helga Bayesian effect selection in structured additive distributional regression models. (English) Zbl 1480.62058 Bayesian Anal. 16, No. 2, 545-573 (2021). MSC: 62F15 62J05 65D07 PDFBibTeX XMLCite \textit{N. Klein} et al., Bayesian Anal. 16, No. 2, 545--573 (2021; Zbl 1480.62058) Full Text: DOI arXiv
Atchadé, Yves F. Approximate spectral gaps for Markov chain mixing times in high dimensions. (English) Zbl 1473.60103 SIAM J. Math. Data Sci. 3, No. 3, 854-872 (2021). MSC: 60J10 62J05 65C05 PDFBibTeX XMLCite \textit{Y. F. Atchadé}, SIAM J. Math. Data Sci. 3, No. 3, 854--872 (2021; Zbl 1473.60103) Full Text: DOI arXiv
Gramacy, Robert B. Discussion. Discussion on ‘Horseshoe regularisation for machine learning in complex and deep models’. (English) Zbl 07776800 Int. Stat. Rev. 88, No. 2, 326-329 (2020). MSC: 62Fxx 62Jxx 65Cxx PDFBibTeX XMLCite \textit{R. B. Gramacy}, Int. Stat. Rev. 88, No. 2, 326--329 (2020; Zbl 07776800) Full Text: DOI
Mohammadi, Reza; Pratola, Matthew; Kaptein, Maurits Continuous-time birth-death MCMC for Bayesian regression tree models. (English) Zbl 07306891 J. Mach. Learn. Res. 21, Paper No. 201, 26 p. (2020). MSC: 68T05 60J22 62G08 62F15 65C05 PDFBibTeX XMLCite \textit{R. Mohammadi} et al., J. Mach. Learn. Res. 21, Paper No. 201, 26 p. (2020; Zbl 07306891) Full Text: arXiv Link
Smith, Adam N.; Allenby, Greg M. Demand models with random partitions. (English) Zbl 1437.62688 J. Am. Stat. Assoc. 115, No. 529, 47-65 (2020). MSC: 62P20 62F15 65C05 PDFBibTeX XMLCite \textit{A. N. Smith} and \textit{G. M. Allenby}, J. Am. Stat. Assoc. 115, No. 529, 47--65 (2020; Zbl 1437.62688) Full Text: DOI Link
Bardsley, Johnathan M.; Hansen, Per Christian MCMC algorithms for computational UQ of nonnegativity constrained linear inverse problems. (English) Zbl 1442.65031 SIAM J. Sci. Comput. 42, No. 2, A1269-A1288 (2020). MSC: 65F05 15A29 65C05 65C40 65F22 94A08 PDFBibTeX XMLCite \textit{J. M. Bardsley} and \textit{P. C. Hansen}, SIAM J. Sci. Comput. 42, No. 2, A1269--A1288 (2020; Zbl 1442.65031) Full Text: DOI
Klein, Nadja; Smith, Michael Stanley Implicit copulas from Bayesian regularized regression smoothers. (English) Zbl 1435.62178 Bayesian Anal. 14, No. 4, 1143-1171 (2019). MSC: 62H05 62G08 62J12 65D07 PDFBibTeX XMLCite \textit{N. Klein} and \textit{M. S. Smith}, Bayesian Anal. 14, No. 4, 1143--1171 (2019; Zbl 1435.62178) Full Text: DOI arXiv Euclid
Xie, Fangzheng; Jin, Wei; Xu, Yanxun Rates of contraction with respect to \(L_2\)-distance for Bayesian nonparametric regression. (English) Zbl 1437.62154 Electron. J. Stat. 13, No. 2, 3485-3512 (2019). Reviewer: Michael Stolz (Münster) MSC: 62G08 62G20 65D07 PDFBibTeX XMLCite \textit{F. Xie} et al., Electron. J. Stat. 13, No. 2, 3485--3512 (2019; Zbl 1437.62154) Full Text: DOI arXiv Euclid
Nethery, Rachel C.; Mealli, Fabrizia; Dominici, Francesca Estimating population average causal effects in the presence of non-overlap: the effect of natural gas compressor station exposure on cancer mortality. (English) Zbl 1423.62149 Ann. Appl. Stat. 13, No. 2, 1242-1267 (2019). MSC: 62P10 62P30 62J12 65D07 PDFBibTeX XMLCite \textit{R. C. Nethery} et al., Ann. Appl. Stat. 13, No. 2, 1242--1267 (2019; Zbl 1423.62149) Full Text: DOI arXiv Euclid
Song, Joon Jin; Mallick, Bani Hierarchical Bayesian models for predicting spatially correlated curves. (English) Zbl 1415.62071 Statistics 53, No. 1, 196-209 (2019). Reviewer: Krzysztof Piasecki (Poznań) MSC: 62M30 62C10 62P10 65C05 PDFBibTeX XMLCite \textit{J. J. Song} and \textit{B. Mallick}, Statistics 53, No. 1, 196--209 (2019; Zbl 1415.62071) Full Text: DOI
Rosenthal, Jeffrey S.; Yang, Jinyoung Ergodicity of combocontinuous adaptive MCMC algorithms. (English) Zbl 1394.60079 Methodol. Comput. Appl. Probab. 20, No. 2, 535-551 (2018). MSC: 60J22 60J05 62M05 65C05 PDFBibTeX XMLCite \textit{J. S. Rosenthal} and \textit{J. Yang}, Methodol. Comput. Appl. Probab. 20, No. 2, 535--551 (2018; Zbl 1394.60079) Full Text: DOI
Silva, Ivair R.; Maboudou-Tchao, Edgard M.; de Figueiredo, Weslei L. Frequentist-Bayesian Monte Carlo test for mean vectors in high dimension. (English) Zbl 1480.62164 J. Comput. Appl. Math. 333, 51-64 (2018). MSC: 62L10 62F15 65C05 PDFBibTeX XMLCite \textit{I. R. Silva} et al., J. Comput. Appl. Math. 333, 51--64 (2018; Zbl 1480.62164) Full Text: DOI
Yang, Jinyoung; Rosenthal, Jeffrey S. Automatically tuned general-purpose MCMC via new adaptive diagnostics. (English) Zbl 1417.65017 Comput. Stat. 32, No. 1, 315-348 (2017). MSC: 65C05 65C40 60J22 60J05 62F15 PDFBibTeX XMLCite \textit{J. Yang} and \textit{J. S. Rosenthal}, Comput. Stat. 32, No. 1, 315--348 (2017; Zbl 1417.65017) Full Text: DOI
Deledalle, Charles-Alban; Papadakis, Nicolas; Salmon, Joseph; Vaiter, Samuel CLEAR: covariant least-square refitting with applications to image restoration. (English) Zbl 1365.49034 SIAM J. Imaging Sci. 10, No. 1, 243-284 (2017). MSC: 49N45 65K10 68U10 PDFBibTeX XMLCite \textit{C.-A. Deledalle} et al., SIAM J. Imaging Sci. 10, No. 1, 243--284 (2017; Zbl 1365.49034) Full Text: DOI arXiv
Tan, Aixin; Huang, Jian Bayesian inference for high-dimensional linear regression under mnet priors. (English. French summary) Zbl 1357.62133 Can. J. Stat. 44, No. 2, 180-197 (2016). MSC: 62F15 60J22 62J07 65C05 PDFBibTeX XMLCite \textit{A. Tan} and \textit{J. Huang}, Can. J. Stat. 44, No. 2, 180--197 (2016; Zbl 1357.62133) Full Text: DOI
Jamshidi, Arta A.; Powell, Warren B. A recursive local polynomial approximation method using Dirichlet clouds and radial basis functions. (English) Zbl 1342.65087 SIAM J. Sci. Comput. 38, No. 4, B619-B644 (2016). MSC: 65D10 65D15 62M10 94A12 PDFBibTeX XMLCite \textit{A. A. Jamshidi} and \textit{W. B. Powell}, SIAM J. Sci. Comput. 38, No. 4, B619--B644 (2016; Zbl 1342.65087) Full Text: DOI
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
Tempelman, Robert J. Statistical and computational challenges in whole genome prediction and genome-wide association analyses for plant and animal breeding. (English) Zbl 1329.62451 J. Agric. Biol. Environ. Stat. 20, No. 4, 442-466 (2015). MSC: 62P12 62F15 65C60 PDFBibTeX XMLCite \textit{R. J. Tempelman}, J. Agric. Biol. Environ. Stat. 20, No. 4, 442--466 (2015; Zbl 1329.62451) Full Text: DOI
Zhang, Yongli; Yang, Yuhong Cross-validation for selecting a model selection procedure. (English) Zbl 1337.62387 J. Econom. 187, No. 1, 95-112 (2015). MSC: 62P20 62J05 62G08 62J99 65C60 PDFBibTeX XMLCite \textit{Y. Zhang} and \textit{Y. Yang}, J. Econom. 187, No. 1, 95--112 (2015; Zbl 1337.62387) Full Text: DOI
Cozzini, Alberto; Jasra, Ajay; Montana, Giovanni; Persing, Adam A Bayesian mixture of Lasso regressions with \(t\)-errors. (English) Zbl 1506.62050 Comput. Stat. Data Anal. 77, 84-97 (2014). MSC: 62-08 62J07 62F15 65C05 65C40 PDFBibTeX XMLCite \textit{A. Cozzini} et al., Comput. Stat. Data Anal. 77, 84--97 (2014; Zbl 1506.62050) Full Text: DOI arXiv
Zhao, Xindong; Qian, Guoqi On multivariate time series model selection involving many candidate VAR models. (English) Zbl 1389.62140 Eur. J. Pure Appl. Math. 7, No. 1, 1-21 (2014). MSC: 62M10 65C40 65C60 62H10 62P20 PDFBibTeX XMLCite \textit{X. Zhao} and \textit{G. Qian}, Eur. J. Pure Appl. Math. 7, No. 1, 1--21 (2014; Zbl 1389.62140) Full Text: Link
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
Petralias, Athanassios; Dellaportas, Petros An MCMC model search algorithm for regression problems. (English) Zbl 1453.62177 J. Stat. Comput. Simulation 83, No. 9, 1722-1740 (2013). MSC: 62-08 62F15 62P10 65C40 PDFBibTeX XMLCite \textit{A. Petralias} and \textit{P. Dellaportas}, J. Stat. Comput. Simulation 83, No. 9, 1722--1740 (2013; Zbl 1453.62177) Full Text: DOI
Whitney, Melissa; Ryan, Louise; Walkowiak, Jens On the use of Bayesian model averaging for covariate selection in epidemiological modeling. (English) Zbl 1423.62153 J. Stat. Theory Pract. 7, No. 2, 233-247 (2013). MSC: 62P10 62B10 62F07 62C10 65C05 PDFBibTeX XMLCite \textit{M. Whitney} et al., J. Stat. Theory Pract. 7, No. 2, 233--247 (2013; Zbl 1423.62153) Full Text: DOI
Schäfer, Christian; Chopin, Nicolas Sequential Monte Carlo on large binary sampling spaces. (English) Zbl 1322.62035 Stat. Comput. 23, No. 2, 163-184 (2013). MSC: 62-07 62F15 62D05 65C05 65C60 PDFBibTeX XMLCite \textit{C. Schäfer} and \textit{N. Chopin}, Stat. Comput. 23, No. 2, 163--184 (2013; Zbl 1322.62035) Full Text: DOI arXiv
Mayrink, Vinicius Diniz; Lucas, Joseph Edward Sparse latent factor models with interactions: analysis of gene expression data. (English) Zbl 1288.62164 Ann. Appl. Stat. 7, No. 2, 799-822 (2013). MSC: 62P10 92C40 65C60 92C50 PDFBibTeX XMLCite \textit{V. D. Mayrink} and \textit{J. E. Lucas}, Ann. Appl. Stat. 7, No. 2, 799--822 (2013; Zbl 1288.62164) Full Text: DOI arXiv Euclid
Huang, Xianzheng; Zhang, Hongmei Variable selection in linear measurement error models via penalized score functions. (English) Zbl 1278.62111 J. Stat. Plann. Inference 143, No. 12, 2101-2111 (2013). MSC: 62J99 62J05 65C60 PDFBibTeX XMLCite \textit{X. Huang} and \textit{H. Zhang}, J. Stat. Plann. Inference 143, No. 12, 2101--2111 (2013; Zbl 1278.62111) Full Text: DOI
Wang, Y.; Daniels, M. J. Bayesian modeling of the dependence in longitudinal data via partial autocorrelations and marginal variances. (English) Zbl 1277.62088 J. Multivariate Anal. 116, 130-140 (2013). MSC: 62F15 62J12 62M10 62H20 62P10 65C60 PDFBibTeX XMLCite \textit{Y. Wang} and \textit{M. J. Daniels}, J. Multivariate Anal. 116, 130--140 (2013; Zbl 1277.62088) Full Text: DOI
Li, Feng; Villani, Mattias Efficient Bayesian multivariate surface regression. (English) Zbl 1283.62052 Scand. J. Stat. 40, No. 4, 706-723 (2013). MSC: 62F15 65C40 62H12 65C60 62J99 PDFBibTeX XMLCite \textit{F. Li} and \textit{M. Villani}, Scand. J. Stat. 40, No. 4, 706--723 (2013; Zbl 1283.62052) Full Text: DOI arXiv
Aktekin, Tevfik; Soyer, Refik; Xu, Feng Assessment of mortgage default risk via Bayesian state space models. (English) Zbl 1283.62211 Ann. Appl. Stat. 7, No. 3, 1450-1473 (2013). MSC: 62P05 62F15 65C40 91B30 65C60 PDFBibTeX XMLCite \textit{T. Aktekin} et al., Ann. Appl. Stat. 7, No. 3, 1450--1473 (2013; Zbl 1283.62211) Full Text: DOI arXiv Euclid
Hill, Jennifer; Su, Yu-Sung Assessing lack of common support in causal inference using Bayesian nonparametrics: Implications for evaluating the effect of breastfeeding on children’s cognitive outcomes. (English) Zbl 1283.62220 Ann. Appl. Stat. 7, No. 3, 1386-1420 (2013). MSC: 62P10 65C60 62F25 62G99 PDFBibTeX XMLCite \textit{J. Hill} and \textit{Y.-S. Su}, Ann. Appl. Stat. 7, No. 3, 1386--1420 (2013; Zbl 1283.62220) Full Text: DOI arXiv Euclid
Koop, Gary; Leon-Gonzalez, Roberto; Strachan, Rodney Bayesian model averaging in the instrumental variable regression model. (English) Zbl 1443.62479 J. Econom. 171, No. 2, 237-250 (2012). MSC: 62P20 62F15 65C05 PDFBibTeX XMLCite \textit{G. Koop} et al., J. Econom. 171, No. 2, 237--250 (2012; Zbl 1443.62479) Full Text: DOI Link Link
Karabatsos, George; Walker, Stephen G. Adaptive-modal Bayesian nonparametric regression. (English) Zbl 1335.62051 Electron. J. Stat. 6, 2038-2068 (2012). MSC: 62F15 62C10 62G08 62J12 65C60 PDFBibTeX XMLCite \textit{G. Karabatsos} and \textit{S. G. Walker}, Electron. J. Stat. 6, 2038--2068 (2012; Zbl 1335.62051) Full Text: DOI Euclid
Dalalyan, Arnak S.; Salmon, Joseph Sharp oracle inequalities for aggregation of affine estimators. (English) Zbl 1257.62038 Ann. Stat. 40, No. 4, 2327-2355 (2012). MSC: 62G08 62C20 60E15 62G05 62G20 65C60 PDFBibTeX XMLCite \textit{A. S. Dalalyan} and \textit{J. Salmon}, Ann. Stat. 40, No. 4, 2327--2355 (2012; Zbl 1257.62038) Full Text: DOI arXiv Euclid
Castillo, Ismaël; van der Vaart, Aad Needles and straw in a haystack: posterior concentration for possibly sparse sequences. (English) Zbl 1257.62025 Ann. Stat. 40, No. 4, 2069-2101 (2012). MSC: 62F15 62H10 62G05 65C60 62G20 PDFBibTeX XMLCite \textit{I. Castillo} and \textit{A. van der Vaart}, Ann. Stat. 40, No. 4, 2069--2101 (2012; Zbl 1257.62025) Full Text: DOI arXiv Euclid
Bondell, Howard D.; Reich, Brian J. Consistent high-dimensional Bayesian variable selection via penalized credible regions. (English) Zbl 1258.62026 J. Am. Stat. Assoc. 107, No. 500, 1610-1624 (2012). MSC: 62F15 62J05 65K10 PDFBibTeX XMLCite \textit{H. D. Bondell} and \textit{B. J. Reich}, J. Am. Stat. Assoc. 107, No. 500, 1610--1624 (2012; Zbl 1258.62026) Full Text: DOI Link
Scheipl, Fabian; Fahrmeir, Ludwig; Kneib, Thomas Spike-and-slab priors for function selection in structured additive regression models. (English) Zbl 1258.62082 J. Am. Stat. Assoc. 107, No. 500, 1518-1532 (2012). MSC: 62J12 65C40 62P10 PDFBibTeX XMLCite \textit{F. Scheipl} et al., J. Am. Stat. Assoc. 107, No. 500, 1518--1532 (2012; Zbl 1258.62082) Full Text: DOI arXiv
Chakraborty, Sounak Bayesian multiple response kernel regression model for high dimensional data and its practical applications in near infrared spectroscopy. (English) Zbl 1255.62059 Comput. Stat. Data Anal. 56, No. 9, 2742-2755 (2012). MSC: 62F15 62J02 46N30 62P35 65C40 PDFBibTeX XMLCite \textit{S. Chakraborty}, Comput. Stat. Data Anal. 56, No. 9, 2742--2755 (2012; Zbl 1255.62059) Full Text: DOI
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 PDFBibTeX XMLCite \textit{M. Yang}, Comput. Stat. Data Anal. 56, No. 9, 2663--2674 (2012; Zbl 1255.62123) Full Text: DOI
Reiss, Philip T.; Huang, Lei; Cavanaugh, Joseph E.; Roy, Amy Krain Resampling-based information criteria for best-subset regression. (English) Zbl 1253.62050 Ann. Inst. Stat. Math. 64, No. 6, 1161-1186 (2012). MSC: 62J05 62B10 62H12 92C55 65C60 PDFBibTeX XMLCite \textit{P. T. Reiss} et al., Ann. Inst. Stat. Math. 64, No. 6, 1161--1186 (2012; Zbl 1253.62050) Full Text: DOI
Ji, Pengsheng; Jin, Jiashun UPS delivers optimal phase diagram in high-dimensional variable selection. (English) Zbl 1246.62160 Ann. Stat. 40, No. 1, 73-103 (2012). MSC: 62J05 62G08 62J07 62G20 65C60 PDFBibTeX XMLCite \textit{P. Ji} and \textit{J. Jin}, Ann. Stat. 40, No. 1, 73--103 (2012; Zbl 1246.62160) Full Text: DOI arXiv Euclid
Baragatti, M.; Pommeret, D. A study of variable selection using \(g\)-prior distribution with ridge parameter. (English) Zbl 1368.62190 Comput. Stat. Data Anal. 56, No. 6, 1920-1934 (2012). MSC: 62J05 62F15 62C10 65C60 PDFBibTeX XMLCite \textit{M. Baragatti} and \textit{D. Pommeret}, Comput. Stat. Data Anal. 56, No. 6, 1920--1934 (2012; Zbl 1368.62190) Full Text: DOI arXiv
Rigat, F.; Mira, A. Parallel hierarchical sampling: a general-purpose interacting Markov chains Monte Carlo algorithm. (English) Zbl 1246.65026 Comput. Stat. Data Anal. 56, No. 6, 1450-1467 (2012). MSC: 65C60 65C05 65C40 62F07 62F15 62J05 62P10 92C17 PDFBibTeX XMLCite \textit{F. Rigat} and \textit{A. Mira}, Comput. Stat. Data Anal. 56, No. 6, 1450--1467 (2012; Zbl 1246.65026) Full Text: DOI
Ji, Yonggang; Lin, Nan; Zhang, Baoxue Model selection in binary and Tobit quantile regression using the Gibbs sampler. (English) Zbl 1243.62033 Comput. Stat. Data Anal. 56, No. 4, 827-839 (2012). MSC: 62F15 62G08 65C40 65C60 PDFBibTeX XMLCite \textit{Y. Ji} et al., Comput. Stat. Data Anal. 56, No. 4, 827--839 (2012; Zbl 1243.62033) Full Text: DOI
Wagner, Helga; Duller, Christine Bayesian model selection for logistic regression models with random intercept. (English) Zbl 1241.62025 Comput. Stat. Data Anal. 56, No. 5, 1256-1274 (2012). MSC: 62F15 62J12 65C60 62P10 PDFBibTeX XMLCite \textit{H. Wagner} and \textit{C. Duller}, Comput. Stat. Data Anal. 56, No. 5, 1256--1274 (2012; Zbl 1241.62025) Full Text: DOI
Kwon, Soonil; Goodarzi, Mark O.; Taylor, Kent D.; Cui, Jinrui; Chen, Y.-D. Ida; Rotter, Jerome I.; Hsueh, Willa; Guo, Xiuqing A multinomial ordinal probit model with singular value decomposition method for a multinomial trait. (English) Zbl 1245.62145 J. Probab. Stat. 2012, Article ID 419832, 12 p. (2012). MSC: 62P10 92C40 65C60 92C50 PDFBibTeX XMLCite \textit{S. Kwon} et al., J. Probab. Stat. 2012, Article ID 419832, 12 p. (2012; Zbl 1245.62145) Full Text: DOI
Zhang, Bo; Shen, Xiaotong; Mumford, Sunni L. Generalized degrees of freedom and adaptive model selection in linear mixed-effects models. (English) Zbl 1239.62083 Comput. Stat. Data Anal. 56, No. 3, 574-586 (2012). MSC: 62J05 62H12 65C60 62P10 PDFBibTeX XMLCite \textit{B. Zhang} et al., Comput. Stat. Data Anal. 56, No. 3, 574--586 (2012; Zbl 1239.62083) Full Text: DOI Link
Bansal, Naveen K.; Hamedani, G. G.; Sheng, Ru Bayesian analysis of hypothesis testing problems for general population: A Kullback-Leibler alternative. (English) Zbl 1237.62008 J. Stat. Plann. Inference 142, No. 7, 1991-1998 (2012). MSC: 62C10 62F03 65C60 PDFBibTeX XMLCite \textit{N. K. Bansal} et al., J. Stat. Plann. Inference 142, No. 7, 1991--1998 (2012; Zbl 1237.62008) Full Text: DOI
Zou, Changliang; Ning, Xianghui; Tsung, Fugee LASSO-based multivariate linear profile monitoring. (English) Zbl 1236.62168 Ann. Oper. Res. 192, 3-19 (2012). MSC: 62P30 62H12 65C60 PDFBibTeX XMLCite \textit{C. Zou} et al., Ann. Oper. Res. 192, 3--19 (2012; Zbl 1236.62168) Full Text: DOI
Chen, Min; Wang, Xinlei Approximate predictive densities and their applications in generalized linear models. (English) Zbl 1328.65023 Comput. Stat. Data Anal. 55, No. 4, 1570-1580 (2011). MSC: 65C60 62E10 62J12 62F15 PDFBibTeX XMLCite \textit{M. Chen} and \textit{X. Wang}, Comput. Stat. Data Anal. 55, No. 4, 1570--1580 (2011; Zbl 1328.65023) Full Text: DOI Link
Magnus, Jan R.; Wan, Alan T. K.; Zhang, Xinyu Weighted average least squares estimation with nonspherical disturbances and an application to the Hong Kong housing market. (English) Zbl 1328.65034 Comput. Stat. Data Anal. 55, No. 3, 1331-1341 (2011). MSC: 65C60 62-07 65C05 62P20 PDFBibTeX XMLCite \textit{J. R. Magnus} et al., Comput. Stat. Data Anal. 55, No. 3, 1331--1341 (2011; Zbl 1328.65034) Full Text: DOI
Jasra, Ajay; Holmes, Christopher C. Stochastic boosting algorithms. (English) Zbl 1258.65004 Stat. Comput. 21, No. 3, 335-347 (2011). MSC: 65C05 62C10 65C60 62J05 62M20 PDFBibTeX XMLCite \textit{A. Jasra} and \textit{C. C. Holmes}, Stat. Comput. 21, No. 3, 335--347 (2011; Zbl 1258.65004) Full Text: DOI
Jasra, Ajay; Holmes, Christopher C. Stochastic boosting algorithms. (English) Zbl 1255.62177 Stat. Comput. 21, No. 3, 335-347 (2011). MSC: 62H30 62F15 68T05 65C05 PDFBibTeX XMLCite \textit{A. Jasra} and \textit{C. C. Holmes}, Stat. Comput. 21, No. 3, 335--347 (2011; Zbl 1255.62177) Full Text: DOI
Sabanés Bové, Daniel; Held, Leonhard Bayesian fractional polynomials. (English) Zbl 1255.62058 Stat. Comput. 21, No. 3, 309-324 (2011). MSC: 62F15 62P12 65C40 90B40 PDFBibTeX XMLCite \textit{D. Sabanés Bové} and \textit{L. Held}, Stat. Comput. 21, No. 3, 309--324 (2011; Zbl 1255.62058) Full Text: DOI
Chen, Ray-bing; Chu, Chi-hsiang; Lai, Te-you; Wu, Ying Nian Stochastic matching pursuit for Bayesian variable selection. (English) Zbl 1254.62027 Stat. Comput. 21, No. 2, 247-259 (2011). MSC: 62F15 62J05 65C60 PDFBibTeX XMLCite \textit{R.-b. Chen} et al., Stat. Comput. 21, No. 2, 247--259 (2011; Zbl 1254.62027) Full Text: DOI
Domijan, Katarina; Wilson, Simon P. Bayesian kernel projections for classification of high dimensional data. (English) Zbl 1254.62008 Stat. Comput. 21, No. 2, 203-216 (2011). MSC: 62C10 62H30 62J12 65C60 46N30 PDFBibTeX XMLCite \textit{K. Domijan} and \textit{S. P. Wilson}, Stat. Comput. 21, No. 2, 203--216 (2011; Zbl 1254.62008) Full Text: DOI Link
Ren, YunWen; Zhang, XinSheng Variable selection using penalized empirical likelihood. (English) Zbl 1234.62030 Sci. China, Math. 54, No. 9, 1829-1845 (2011). MSC: 62G05 62F07 65C60 PDFBibTeX XMLCite \textit{Y. Ren} and \textit{X. Zhang}, Sci. China, Math. 54, No. 9, 1829--1845 (2011; Zbl 1234.62030) Full Text: DOI
Kaufman, Cari G.; Bingham, Derek; Habib, Salman; Heitmann, Katrin; Frieman, Joshua A. Efficient emulators of computer experiments using compactly supported correlation functions, with an application to cosmology. (English) Zbl 1234.62166 Ann. Appl. Stat. 5, No. 4, 2470-2492 (2011). MSC: 62P99 68U20 85A40 62H20 62M99 62F15 65C60 PDFBibTeX XMLCite \textit{C. G. Kaufman} et al., Ann. Appl. Stat. 5, No. 4, 2470--2492 (2011; Zbl 1234.62166) Full Text: DOI arXiv
Reich, Brian J.; Eidsvik, Jo; Guindani, Michele; Nail, Amy J.; Schmidt, Alexandra M. A class of covariate-dependent spatiotemporal covariance functions for the analysis of daily ozone concentration. (English) Zbl 1234.62125 Ann. Appl. Stat. 5, No. 4, 2425-2447 (2011). MSC: 62M30 62P12 86A32 65C60 PDFBibTeX XMLCite \textit{B. J. Reich} et al., Ann. Appl. Stat. 5, No. 4, 2425--2447 (2011; Zbl 1234.62125) Full Text: DOI arXiv
Maruyama, Yuzo; George, Edward I. Fully Bayes factors with a generalized \(g\)-prior. (English) Zbl 1231.62036 Ann. Stat. 39, No. 5, 2740-2765 (2011). MSC: 62F15 62J05 62J07 62H12 62C10 65C60 PDFBibTeX XMLCite \textit{Y. Maruyama} and \textit{E. I. George}, Ann. Stat. 39, No. 5, 2740--2765 (2011; Zbl 1231.62036) Full Text: DOI arXiv
Buta, Eugenia; Doss, Hani Computational approaches for empirical Bayes methods and Bayesian sensitivity analysis. (English) Zbl 1231.62008 Ann. Stat. 39, No. 5, 2658-2685 (2011). MSC: 62C12 62F10 65C40 62F15 62J05 62F12 PDFBibTeX XMLCite \textit{E. Buta} and \textit{H. Doss}, Ann. Stat. 39, No. 5, 2658--2685 (2011; Zbl 1231.62008) Full Text: DOI arXiv
Stingo, Francesco C.; Chen, Yian A.; Tadesse, Mahlet G.; Vannucci, Marina Incorporating biological information into linear models: a Bayesian approach to the selection of pathways and genes. (English) Zbl 1228.62150 Ann. Appl. Stat. 5, No. 3, 1978-2002 (2011). MSC: 62P10 92C40 62F15 65C40 62N01 PDFBibTeX XMLCite \textit{F. C. Stingo} et al., Ann. Appl. Stat. 5, No. 3, 1978--2002 (2011; Zbl 1228.62150) Full Text: DOI arXiv
Liu, Wei; Yang, Yuhong Parametric or nonparametric? A parametricness index for model selection. (English) Zbl 1227.62055 Ann. Stat. 39, No. 4, 2074-2102 (2011). MSC: 62J20 62F12 62J05 65C60 62J02 PDFBibTeX XMLCite \textit{W. Liu} and \textit{Y. Yang}, Ann. Stat. 39, No. 4, 2074--2102 (2011; Zbl 1227.62055) Full Text: DOI arXiv
Ghosh, Joyee; Herring, Amy H.; Siega-Riz, Anna Maria Bayesian variable selection for latent class models. (English) Zbl 1226.62022 Biometrics 67, No. 3, 917-925 (2011). MSC: 62F15 62P10 65C60 PDFBibTeX XMLCite \textit{J. Ghosh} et al., Biometrics 67, No. 3, 917--925 (2011; Zbl 1226.62022) Full Text: DOI Link
Crandell, Jamie L.; Dunson, David B. Posterior simulation across nonparametric models for functional clustering. (English) Zbl 1230.62083 Sankhyā, Ser. B 73, No. 1, 42-61 (2011). MSC: 62H30 62G99 62F15 62G08 65C40 62P10 PDFBibTeX XMLCite \textit{J. L. Crandell} and \textit{D. B. Dunson}, Sankhyā, Ser. B 73, No. 1, 42--61 (2011; Zbl 1230.62083) Full Text: DOI
Yu, Qingzhao; MacEachern, Steven N.; Peruggia, Mario Bayesian synthesis: combining subjective analyses, with an application to ozone data. (English) Zbl 1223.62016 Ann. Appl. Stat. 5, No. 2B, 1678-1698 (2011). MSC: 62F35 62P12 62-07 65C60 PDFBibTeX XMLCite \textit{Q. Yu} et al., Ann. Appl. Stat. 5, No. 2B, 1678--1698 (2011; Zbl 1223.62016) Full Text: DOI arXiv
Yen, Tso-Jung A majorization-minimization approach to variable selection using spike and slab priors. (English) Zbl 1220.62065 Ann. Stat. 39, No. 3, 1748-1775 (2011). MSC: 62H12 62F15 62J05 65K10 65C60 PDFBibTeX XMLCite \textit{T.-J. Yen}, Ann. Stat. 39, No. 3, 1748--1775 (2011; Zbl 1220.62065) Full Text: DOI arXiv
Atchadé, Yves F. A computational framework for empirical Bayes inference. (English) Zbl 1221.62014 Stat. Comput. 21, No. 4, 463-473 (2011). MSC: 62C12 65C40 65C05 65C60 PDFBibTeX XMLCite \textit{Y. F. Atchadé}, Stat. Comput. 21, No. 4, 463--473 (2011; Zbl 1221.62014) Full Text: DOI
Savitsky, Terrance; Vannucci, Marina; Sha, Naijun Variable selection for nonparametric Gaussian process priors: Models and computational strategies. (English) Zbl 1222.65017 Stat. Sci. 26, No. 1, 130-149 (2011). MSC: 65C60 60G15 60J22 62G08 65C40 PDFBibTeX XMLCite \textit{T. Savitsky} et al., Stat. Sci. 26, No. 1, 130--149 (2011; Zbl 1222.65017) Full Text: DOI arXiv
Robert, Christian; Casella, George A short history of Markov chain Monte Carlo: Subjective recollections from incomplete data. (English) Zbl 1222.65006 Stat. Sci. 26, No. 1, 102-115 (2011). MSC: 65C05 65C40 60J22 65-03 01A60 PDFBibTeX XMLCite \textit{C. Robert} and \textit{G. Casella}, Stat. Sci. 26, No. 1, 102--115 (2011; Zbl 1222.65006) Full Text: DOI arXiv
Żak-Szatkowska, Małgorzata; Bogdan, Małgorzata Modified versions of the Bayesian information criterion for sparse generalized linear models. (English) Zbl 1218.62073 Comput. Stat. Data Anal. 55, No. 11, 2908-2924 (2011). MSC: 62J12 62F15 62B10 65C60 PDFBibTeX XMLCite \textit{M. Żak-Szatkowska} and \textit{M. Bogdan}, Comput. Stat. Data Anal. 55, No. 11, 2908--2924 (2011; Zbl 1218.62073) Full Text: DOI
Chen, Xiaohui; Wang, Z. Jane; McKeown, Martin J. A Bayesian lasso via reversible-jump MCMC. (English) Zbl 1221.62047 Signal Process. 91, No. 8, 1920-1932 (2011). MSC: 62F15 65C60 62J05 65C40 62P10 PDFBibTeX XMLCite \textit{X. Chen} et al., Signal Process. 91, No. 8, 1920--1932 (2011; Zbl 1221.62047) Full Text: DOI
Armagan, Artin; Dunson, David Sparse variational analysis of linear mixed models for large data sets. (English) Zbl 1219.62045 Stat. Probab. Lett. 81, No. 8, 1056-1062 (2011). MSC: 62F15 62H10 65C60 PDFBibTeX XMLCite \textit{A. Armagan} and \textit{D. Dunson}, Stat. Probab. Lett. 81, No. 8, 1056--1062 (2011; Zbl 1219.62045) Full Text: DOI Link
Liu, Fei; Dunson, David; Zou, Fei High-dimensional variable selection in meta-analysis for censored data. (English) Zbl 1217.62181 Biometrics 67, No. 2, 504-512 (2011). MSC: 62P10 65C05 62N01 PDFBibTeX XMLCite \textit{F. Liu} et al., Biometrics 67, No. 2, 504--512 (2011; Zbl 1217.62181) Full Text: DOI Link
Reich, Brian J.; Bondell, Howard D. A spatial Dirichlet process mixture model for clustering population genetics data. (English) Zbl 1217.62187 Biometrics 67, No. 2, 381-390 (2011). MSC: 62P10 92D10 62F15 62H30 65C60 62G99 PDFBibTeX XMLCite \textit{B. J. Reich} and \textit{H. D. Bondell}, Biometrics 67, No. 2, 381--390 (2011; Zbl 1217.62187) Full Text: DOI Link
Wang, Tao; Zhu, Lixing Consistent tuning parameter selection in high dimensional sparse linear regression. (English) Zbl 1216.62103 J. Multivariate Anal. 102, No. 7, 1141-1151 (2011). MSC: 62J05 62F15 62H12 65C60 62G20 PDFBibTeX XMLCite \textit{T. Wang} and \textit{L. Zhu}, J. Multivariate Anal. 102, No. 7, 1141--1151 (2011; Zbl 1216.62103) Full Text: DOI
Rigollet, Philippe; Tsybakov, Alexandre Exponential screening and optimal rates of sparse estimation. (English) Zbl 1215.62043 Ann. Stat. 39, No. 2, 731-771 (2011). MSC: 62G08 62J05 62C20 62G20 62H12 65C60 62G05 PDFBibTeX XMLCite \textit{P. Rigollet} and \textit{A. Tsybakov}, Ann. Stat. 39, No. 2, 731--771 (2011; Zbl 1215.62043) Full Text: DOI arXiv
Davis, Justin; Pensky, Marianna; Crampton, William Bayesian feature selection for classification with possibly large number of classes. (English) Zbl 1216.62037 J. Stat. Plann. Inference 141, No. 9, 3256-3266 (2011). MSC: 62F15 62H30 62J10 65C60 PDFBibTeX XMLCite \textit{J. Davis} et al., J. Stat. Plann. Inference 141, No. 9, 3256--3266 (2011; Zbl 1216.62037) Full Text: DOI
Tran, Minh-Ngoc A criterion for optimal predictive model selection. (English) Zbl 1215.62066 Commun. Stat., Theory Methods 40, No. 5, 893-906 (2011). MSC: 62J05 62F15 65C40 PDFBibTeX XMLCite \textit{M.-N. Tran}, Commun. Stat., Theory Methods 40, No. 5, 893--906 (2011; Zbl 1215.62066) Full Text: DOI
Carter, Christopher K.; Wong, Frederick; Kohn, Robert Constructing priors based on model size for nondecomposable Gaussian graphical models: a simulation based approach. (English) Zbl 1215.62026 J. Multivariate Anal. 102, No. 5, 871-883 (2011). MSC: 62F15 62H12 65C40 62A09 PDFBibTeX XMLCite \textit{C. K. Carter} et al., J. Multivariate Anal. 102, No. 5, 871--883 (2011; Zbl 1215.62026) Full Text: DOI
Shi, Minghui; Dunson, David B. Bayesian variable selection via particle stochastic search. (English) Zbl 1205.62029 Stat. Probab. Lett. 81, No. 2, 283-291 (2011). MSC: 62F15 65C05 62J05 65C60 PDFBibTeX XMLCite \textit{M. Shi} and \textit{D. B. Dunson}, Stat. Probab. Lett. 81, No. 2, 283--291 (2011; Zbl 1205.62029) Full Text: DOI Link
Frühwirth-Schnatter, Sylvia; Wagner, Helga Stochastic model specification search for Gaussian and partial non-Gaussian state space models. (English) Zbl 1431.62373 J. Econom. 154, No. 1, 85-100 (2010). MSC: 62M10 62F15 62M20 65C40 62P20 PDFBibTeX XMLCite \textit{S. Frühwirth-Schnatter} and \textit{H. Wagner}, J. Econom. 154, No. 1, 85--100 (2010; Zbl 1431.62373) Full Text: DOI HAL
Berrocal, Veronica J.; Gelfand, Alan E.; Holland, David M. A bivariate space-time downscaler under space and time misalignment. (English) Zbl 1220.62148 Ann. Appl. Stat. 4, No. 4, 1942-1975 (2010). MSC: 62P12 65C60 62H11 PDFBibTeX XMLCite \textit{V. J. Berrocal} et al., Ann. Appl. Stat. 4, No. 4, 1942--1975 (2010; Zbl 1220.62148) Full Text: DOI arXiv
Savitsky, Terrance; Vannucci, Marina Spiked Dirichlet process priors for Gaussian process models. (English) Zbl 1214.62100 J. Probab. Stat. 2010, Article ID 201489, 14 p. (2010). MSC: 62M99 62F15 62G99 62H30 65C60 PDFBibTeX XMLCite \textit{T. Savitsky} and \textit{M. Vannucci}, J. Probab. Stat. 2010, Article ID 201489, 14 p. (2010; Zbl 1214.62100) Full Text: DOI EuDML
Raftery, Adrian E.; Bao, Le Estimating and projecting trends in HIV/AIDS generalized epidemics using incremental mixture importance sampling. (English) Zbl 1233.62185 Biometrics 66, No. 4, 1162-1173 (2010). MSC: 62P10 62F15 92C60 92D30 65C60 PDFBibTeX XMLCite \textit{A. E. Raftery} and \textit{L. Bao}, Biometrics 66, No. 4, 1162--1173 (2010; Zbl 1233.62185) Full Text: DOI Link
Wilson, Melanie A.; Iversen, Edwin S.; Clyde, Merlise A.; Schmidler, Scott C.; Schildkraut, Joellen M. Bayesian model search and multilevel inference for SNP association studies. (English) Zbl 1202.62166 Ann. Appl. Stat. 4, No. 3, 1342-1364 (2010). MSC: 62P10 62F15 65C60 92C50 PDFBibTeX XMLCite \textit{M. A. Wilson} et al., Ann. Appl. Stat. 4, No. 3, 1342--1364 (2010; Zbl 1202.62166) Full Text: DOI arXiv
Holan, Scott H.; Wikle, Christopher K.; Sullivan-Beckers, Laura E.; Cocroft, Reginald B. Modeling complex phenotypes: generalized linear models using spectrogram predictors of animal communication signals. (English) Zbl 1202.62153 Biometrics 66, No. 3, 914-924 (2010). MSC: 62P10 92D15 62F15 62J12 65C60 PDFBibTeX XMLCite \textit{S. H. Holan} et al., Biometrics 66, No. 3, 914--924 (2010; Zbl 1202.62153) Full Text: DOI
Reich, Brian J.; Fuentes, Montserrat; Herring, Amy H.; Evenson, Kelly R. Bayesian variable selection for multivariate spatially varying coefficient regression. (English) Zbl 1203.62198 Biometrics 66, No. 3, 772-782 (2010). MSC: 62P10 62F15 62H11 92C50 62P25 65C60 PDFBibTeX XMLCite \textit{B. J. Reich} et al., Biometrics 66, No. 3, 772--782 (2010; Zbl 1203.62198) Full Text: DOI Link
Scott, James G.; Berger, James O. Bayes and empirical-Bayes multiplicity adjustment in the variable-selection problem. (English) Zbl 1200.62020 Ann. Stat. 38, No. 5, 2587-2619 (2010). MSC: 62F15 62C12 62J05 62J15 65C60 PDFBibTeX XMLCite \textit{J. G. Scott} and \textit{J. O. Berger}, Ann. Stat. 38, No. 5, 2587--2619 (2010; Zbl 1200.62020) Full Text: DOI arXiv