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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
Manderson, Andrew A.; Goudie, Robert J. B. A numerically stable algorithm for integrating Bayesian models using Markov melding. (English) Zbl 1484.62006 Stat. Comput. 32, No. 2, Paper No. 24, 13 p. (2022). MSC: 62-08 62F15 62P10 PDFBibTeX XMLCite \textit{A. A. Manderson} and \textit{R. J. B. Goudie}, Stat. Comput. 32, No. 2, Paper No. 24, 13 p. (2022; Zbl 1484.62006) Full Text: DOI arXiv
Wagner, Paul-Remo; Marelli, Stefano; Sudret, Bruno Bayesian model inversion using stochastic spectral embedding. (English) Zbl 07513836 J. Comput. Phys. 436, Article ID 110141, 21 p. (2021). MSC: 65Cxx 62Fxx 62-XX PDFBibTeX XMLCite \textit{P.-R. Wagner} et al., J. Comput. Phys. 436, Article ID 110141, 21 p. (2021; Zbl 07513836) Full Text: DOI arXiv
Perrin, Guillaume; Soize, Christian Adaptive method for indirect identification of the statistical properties of random fields in a Bayesian framework. (English) Zbl 1505.62316 Comput. Stat. 35, No. 1, 111-133 (2020). MSC: 62-08 62M40 62F15 62G07 PDFBibTeX XMLCite \textit{G. Perrin} and \textit{C. Soize}, Comput. Stat. 35, No. 1, 111--133 (2020; Zbl 1505.62316) Full Text: DOI Link
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
White, S. R.; Kypraios, T.; Preston, S. P. Piecewise approximate Bayesian computation: fast inference for discretely observed Markov models using a factorised posterior distribution. (English) Zbl 1331.65024 Stat. Comput. 25, No. 2, 289-301 (2015). MSC: 65C40 62F15 PDFBibTeX XMLCite \textit{S. R. White} et al., Stat. Comput. 25, No. 2, 289--301 (2015; Zbl 1331.65024) Full Text: DOI arXiv
Bordley, Robert F. Reference class forecasting: resolving its challenge to statistical modeling. (English) Zbl 07653663 Am. Stat. 68, No. 4, 221-229 (2014); corrigenda ibid. 72, No. 3, 394 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{R. F. Bordley}, Am. Stat. 68, No. 4, 221--229 (2014; Zbl 07653663) Full Text: DOI
Pham, Tung H.; Ormerod, John T.; Wand, M. P. Mean field variational Bayesian inference for nonparametric regression with measurement error. (English) Zbl 1471.62160 Comput. Stat. Data Anal. 68, 375-387 (2013). MSC: 62-08 62G08 62F15 PDFBibTeX XMLCite \textit{T. H. Pham} et al., Comput. Stat. Data Anal. 68, 375--387 (2013; Zbl 1471.62160) Full Text: DOI
Oladyshkin, Sergey; Class, Holger; Nowak, Wolfgang Bayesian updating via bootstrap filtering combined with data-driven polynomial chaos expansions: methodology and application to history matching for carbon dioxide storage in geological formations. (English) Zbl 1382.86022 Comput. Geosci. 17, No. 4, 671-687 (2013). MSC: 86A60 62F15 62F40 62P12 PDFBibTeX XMLCite \textit{S. Oladyshkin} et al., Comput. Geosci. 17, No. 4, 671--687 (2013; Zbl 1382.86022) Full Text: DOI
Hu, Shuowen; Poskitt, D. S.; Zhang, Xibin Bayesian adaptive bandwidth kernel density estimation of irregular multivariate distributions. (English) Zbl 1239.62037 Comput. Stat. Data Anal. 56, No. 3, 732-740 (2012). MSC: 62G07 62F15 62H12 65C05 62P05 PDFBibTeX XMLCite \textit{S. Hu} et al., Comput. Stat. Data Anal. 56, No. 3, 732--740 (2012; Zbl 1239.62037) Full Text: DOI
Wand, Matthew P.; Ormerod, John T.; Padoan, Simone A.; Fuhrwirth, Rudolf Mean field variational Bayes for elaborate distributions. (English) Zbl 1330.62158 Bayesian Anal. 6, No. 4, 847-900 (2011). MSC: 62F15 60J22 62-04 PDFBibTeX XMLCite \textit{M. P. Wand} et al., Bayesian Anal. 6, No. 4, 847--900 (2011; Zbl 1330.62158) Full Text: DOI Euclid
House, Leanna L.; Clyde, Merlise A.; Wolpert, Robert L. Bayesian nonparametric models for peak identification in MALDI-TOF mass spectroscopy. (English) Zbl 1223.62012 Ann. Appl. Stat. 5, No. 2B, 1488-1511 (2011). MSC: 62F15 62G08 62P10 62M40 92C40 65C40 65C60 PDFBibTeX XMLCite \textit{L. L. House} et al., Ann. Appl. Stat. 5, No. 2B, 1488--1511 (2011; Zbl 1223.62012) Full Text: DOI arXiv
Holmström, Lasse; Pasanen, Leena; Furrer, Reinhard; Sain, Stephan R. Scale space multiresolution analysis of random signals. (English) Zbl 1218.62067 Comput. Stat. Data Anal. 55, No. 10, 2840-2855 (2011). MSC: 62H35 62F15 94A12 62M40 62P12 PDFBibTeX XMLCite \textit{L. Holmström} et al., Comput. Stat. Data Anal. 55, No. 10, 2840--2855 (2011; Zbl 1218.62067) Full Text: DOI
Liang, Faming; Liu, Chuanhai; Carroll, Raymond J. Advanced Markov chain Monte Carlo methods. Learning from past samples. (English) Zbl 1209.62009 Wiley Series in Probability and Statistics. Chichester: John Wiley & Sons (ISBN 978-0-470-74826-8/hbk; 978-0-470-66972-3/ebook). xix, 357 p. (2010). Reviewer: Thorsten Dickhaus (Berlin) MSC: 62D99 62-02 65C40 65C05 60J22 PDFBibTeX XMLCite \textit{F. Liang} et al., Advanced Markov chain Monte Carlo methods. Learning from past samples. Chichester: John Wiley \& Sons (2010; Zbl 1209.62009) Full Text: DOI
Wand, M. P. Semiparametric regression and graphical models. (English) Zbl 1334.62012 Aust. N. Z. J. Stat. 51, No. 1, 9-41 (2009). MSC: 62A09 62F15 68T35 62G08 PDFBibTeX XMLCite \textit{M. P. Wand}, Aust. N. Z. J. Stat. 51, No. 1, 9--41 (2009; Zbl 1334.62012) Full Text: DOI
Eyink, Gregory L.; Kim, Sangil A maximum entropy method for particle filtering. (English) Zbl 1138.94339 J. Stat. Phys. 123, No. 5, 1071-1128 (2006). MSC: 94A20 37D45 62M20 65C35 93E11 94A12 PDFBibTeX XMLCite \textit{G. L. Eyink} and \textit{S. Kim}, J. Stat. Phys. 123, No. 5, 1071--1128 (2006; Zbl 1138.94339) Full Text: DOI
Speckman, Paul L.; Sun, Dongchu Fully Bayesian spline smoothing and intrinsic autoregressive priors. (English) Zbl 1034.62023 Biometrika 90, No. 2, 289-302 (2003). MSC: 62F15 62M10 62G08 PDFBibTeX XMLCite \textit{P. L. Speckman} and \textit{D. Sun}, Biometrika 90, No. 2, 289--302 (2003; Zbl 1034.62023) Full Text: DOI Link