Lee, Juho; Miscouridou, Xenia; Caron, François A unified construction for series representations and finite approximations of completely random measures. (English) Zbl 07691576 Bernoulli 29, No. 3, 2142-2166 (2023). MSC: 60G57 62F15 62G05 PDFBibTeX XMLCite \textit{J. Lee} et al., Bernoulli 29, No. 3, 2142--2166 (2023; Zbl 07691576) Full Text: DOI arXiv Link
Berti, Patrizia; Dreassi, Emanuela; Leisen, Fabrizio; Pratelli, Luca; Rigo, Pietro Kernel based Dirichlet sequences. (English) Zbl 1527.60003 Bernoulli 29, No. 2, 1321-1342 (2023). MSC: 60B10 60G09 60G57 62G05 60F05 PDFBibTeX XMLCite \textit{P. Berti} et al., Bernoulli 29, No. 2, 1321--1342 (2023; Zbl 1527.60003) Full Text: DOI arXiv Link
Cui, Tiangang; Tong, Xin T. A unified performance analysis of likelihood-informed subspace methods. (English) Zbl 1501.65002 Bernoulli 28, No. 4, 2788-2815 (2022). MSC: 65C05 62F15 PDFBibTeX XMLCite \textit{T. Cui} and \textit{X. T. Tong}, Bernoulli 28, No. 4, 2788--2815 (2022; Zbl 1501.65002) Full Text: DOI arXiv Link
Belomestny, Denis; Gugushvili, Shota; Schauer, Moritz; Spreij, Peter Nonparametric Bayesian volatility estimation for gamma-driven stochastic differential equations. (English) Zbl 07594055 Bernoulli 28, No. 4, 2151-2180 (2022). MSC: 62Gxx 60Gxx 62Fxx PDFBibTeX XMLCite \textit{D. Belomestny} et al., Bernoulli 28, No. 4, 2151--2180 (2022; Zbl 07594055) Full Text: DOI arXiv Link
Naulet, Zacharie Adaptive Bayesian density estimation in sup-norm. (English) Zbl 07526585 Bernoulli 28, No. 2, 1284-1308 (2022). MSC: 62Gxx 62Fxx 62Cxx PDFBibTeX XMLCite \textit{Z. Naulet}, Bernoulli 28, No. 2, 1284--1308 (2022; Zbl 07526585) Full Text: DOI arXiv Link
Klebanov, Ilja; Sprungk, Björn; Sullivan, T. J. The linear conditional expectation in Hilbert space. (English) Zbl 1469.60016 Bernoulli 27, No. 4, 2267-2299 (2021). MSC: 60B11 62F15 62G05 PDFBibTeX XMLCite \textit{I. Klebanov} et al., Bernoulli 27, No. 4, 2267--2299 (2021; Zbl 1469.60016) Full Text: DOI arXiv
Guha, Aritra; Ho, Nhat; Nguyen, Xuanlong On posterior contraction of parameters and interpretability in Bayesian mixture modeling. (English) Zbl 1473.62218 Bernoulli 27, No. 4, 2159-2188 (2021). MSC: 62H30 62G05 PDFBibTeX XMLCite \textit{A. Guha} et al., Bernoulli 27, No. 4, 2159--2188 (2021; Zbl 1473.62218) Full Text: DOI arXiv
Agapiou, Sergios; Dashti, Masoumeh; Helin, Tapio Rates of contraction of posterior distributions based on \(p\)-exponential priors. (English) Zbl 1469.62217 Bernoulli 27, No. 3, 1616-1642 (2021). MSC: 62G05 60G15 PDFBibTeX XMLCite \textit{S. Agapiou} et al., Bernoulli 27, No. 3, 1616--1642 (2021; Zbl 1469.62217) Full Text: DOI arXiv
Berti, Patrizia; Dreassi, Emanuela; Pratelli, Luca; Rigo, Pietro A class of models for Bayesian predictive inference. (English) Zbl 1466.62274 Bernoulli 27, No. 1, 702-726 (2021). Reviewer: Jaromír Antoch (Praha) MSC: 62G05 62L10 60B10 60F05 60F15 60G09 PDFBibTeX XMLCite \textit{P. Berti} et al., Bernoulli 27, No. 1, 702--726 (2021; Zbl 1466.62274) Full Text: DOI Euclid
Ning, Bo; Jeong, Seonghyun; Ghosal, Subhashis Bayesian linear regression for multivariate responses under group sparsity. (English) Zbl 1437.62262 Bernoulli 26, No. 3, 2353-2382 (2020). Reviewer: Oleksandr Kukush (Kyïv) MSC: 62J05 62H12 62F15 62F07 PDFBibTeX XMLCite \textit{B. Ning} et al., Bernoulli 26, No. 3, 2353--2382 (2020; Zbl 1437.62262) Full Text: DOI arXiv Euclid
Mariucci, Ester; Ray, Kolyan; Szabó, Botond A Bayesian nonparametric approach to log-concave density estimation. (English) Zbl 1466.62285 Bernoulli 26, No. 2, 1070-1097 (2020). MSC: 62G07 62F15 62G20 PDFBibTeX XMLCite \textit{E. Mariucci} et al., Bernoulli 26, No. 2, 1070--1097 (2020; Zbl 1466.62285) Full Text: DOI arXiv Euclid
Abraham, Kweku Nonparametric Bayesian posterior contraction rates for scalar diffusions with high-frequency data. (English) Zbl 1428.62139 Bernoulli 25, No. 4A, 2696-2728 (2019). MSC: 62M05 60J60 62G05 62F15 62G20 PDFBibTeX XMLCite \textit{K. Abraham}, Bernoulli 25, No. 4A, 2696--2728 (2019; Zbl 1428.62139) Full Text: DOI arXiv Euclid
Yoo, William Weimin; Ghosal, Subhashis Bayesian mode and maximum estimation and accelerated rates of contraction. (English) Zbl 1466.62305 Bernoulli 25, No. 3, 2330-2358 (2019). MSC: 62G08 62F15 62H12 PDFBibTeX XMLCite \textit{W. W. Yoo} and \textit{S. Ghosal}, Bernoulli 25, No. 3, 2330--2358 (2019; Zbl 1466.62305) Full Text: DOI arXiv Euclid
Koskela, Jere; Spanò, Dario; Jenkins, Paul A. Consistency of Bayesian nonparametric inference for discretely observed jump diffusions. (English) Zbl 1466.62381 Bernoulli 25, No. 3, 2183-2205 (2019). MSC: 62M05 60J60 62F15 62G05 62G20 PDFBibTeX XMLCite \textit{J. Koskela} et al., Bernoulli 25, No. 3, 2183--2205 (2019; Zbl 1466.62381) Full Text: DOI arXiv Euclid
Chae, Minwoo; Walker, Stephen G. Bayesian consistency for a nonparametric stationary Markov model. (English) Zbl 1426.62255 Bernoulli 25, No. 2, 877-901 (2019). MSC: 62M10 60B10 62F15 62G05 PDFBibTeX XMLCite \textit{M. Chae} and \textit{S. G. Walker}, Bernoulli 25, No. 2, 877--901 (2019; Zbl 1426.62255) Full Text: DOI Euclid
Evans, Robin J.; Richardson, Thomas S. Smooth, identifiable supermodels of discrete DAG models with latent variables. (English) Zbl 1431.62230 Bernoulli 25, No. 2, 848-876 (2019). MSC: 62H12 62M45 60J05 PDFBibTeX XMLCite \textit{R. J. Evans} and \textit{T. S. Richardson}, Bernoulli 25, No. 2, 848--876 (2019; Zbl 1431.62230) Full Text: DOI arXiv Euclid
Giulini, Ilaria Robust dimension-free Gram operator estimates. (English) Zbl 1415.62012 Bernoulli 24, No. 4B, 3864-3923 (2018). MSC: 62G05 62G35 62H12 62E20 PDFBibTeX XMLCite \textit{I. Giulini}, Bernoulli 24, No. 4B, 3864--3923 (2018; Zbl 1415.62012) Full Text: DOI arXiv Euclid
Ogihara, Teppei Parametric inference for nonsynchronously observed diffusion processes in the presence of market microstructure noise. (English) Zbl 1415.62064 Bernoulli 24, No. 4B, 3318-3383 (2018). MSC: 62M05 60J60 62F12 62F15 62P20 PDFBibTeX XMLCite \textit{T. Ogihara}, Bernoulli 24, No. 4B, 3318--3383 (2018; Zbl 1415.62064) Full Text: DOI arXiv Euclid
Broderick, Tamara; Wilson, Ashia C.; Jordan, Michael I. Posteriors, conjugacy, and exponential families for completely random measures. (English) Zbl 1415.62011 Bernoulli 24, No. 4B, 3181-3221 (2018). MSC: 62G05 62C10 62E15 PDFBibTeX XMLCite \textit{T. Broderick} et al., Bernoulli 24, No. 4B, 3181--3221 (2018; Zbl 1415.62011) Full Text: DOI arXiv Euclid
Crisan, Dan; Míguez, Joaquín Nested particle filters for online parameter estimation in discrete-time state-space Markov models. (English) Zbl 1414.62346 Bernoulli 24, No. 4A, 3039-3086 (2018). MSC: 62M05 62M20 62F15 60J10 PDFBibTeX XMLCite \textit{D. Crisan} and \textit{J. Míguez}, Bernoulli 24, No. 4A, 3039--3086 (2018; Zbl 1414.62346) Full Text: DOI arXiv Euclid
Koskela, Jere; Jenkins, Paul A.; Spanò, Dario Bayesian non-parametric inference for \(\Lambda\)-coalescents: posterior consistency and a parametric method. (English) Zbl 1419.62063 Bernoulli 24, No. 3, 2122-2153 (2018). MSC: 62G05 60G57 62F15 62G20 62M10 65C05 PDFBibTeX XMLCite \textit{J. Koskela} et al., Bernoulli 24, No. 3, 2122--2153 (2018; Zbl 1419.62063) Full Text: DOI arXiv Euclid
Agapiou, Sergios; Roberts, Gareth O.; Vollmer, Sebastian J. Unbiased Monte Carlo: posterior estimation for intractable/infinite-dimensional models. (English) Zbl 1419.62048 Bernoulli 24, No. 3, 1726-1786 (2018). MSC: 62F15 65C05 65C40 PDFBibTeX XMLCite \textit{S. Agapiou} et al., Bernoulli 24, No. 3, 1726--1786 (2018; Zbl 1419.62048) Full Text: DOI arXiv Euclid
Fox, Colin; Parker, Albert Accelerated Gibbs sampling of normal distributions using matrix splittings and polynomials. (English) Zbl 1457.62085 Bernoulli 23, No. 4B, 3711-3743 (2017). MSC: 62F15 62H12 62-08 60J22 PDFBibTeX XMLCite \textit{C. Fox} and \textit{A. Parker}, Bernoulli 23, No. 4B, 3711--3743 (2017; Zbl 1457.62085) Full Text: DOI arXiv Euclid
Yu, Yaming Some monotonicity properties of parametric and nonparametric Bayesian bandits. (English) Zbl 1383.62027 Bernoulli 23, No. 4B, 3685-3710 (2017). Reviewer: Rasul A. Khan (Forest Glen) MSC: 62C10 62L10 62L15 62G05 60G40 PDFBibTeX XMLCite \textit{Y. Yu}, Bernoulli 23, No. 4B, 3685--3710 (2017; Zbl 1383.62027) Full Text: DOI Euclid
Canale, Antonio; de Blasi, Pierpaolo Posterior asymptotics of nonparametric location-scale mixtures for multivariate density estimation. (English) Zbl 1377.62106 Bernoulli 23, No. 1, 379-404 (2017). Reviewer: Vjacheslav Vasiliev (Tomsk) MSC: 62G07 62F15 62G20 62H12 PDFBibTeX XMLCite \textit{A. Canale} and \textit{P. de Blasi}, Bernoulli 23, No. 1, 379--404 (2017; Zbl 1377.62106) Full Text: DOI arXiv Euclid
Mena, Ramsés H.; Ruggiero, Matteo Dynamic density estimation with diffusive Dirichlet mixtures. (English) Zbl 1388.62099 Bernoulli 22, No. 2, 901-926 (2016). MSC: 62G07 60G57 60J60 62F15 PDFBibTeX XMLCite \textit{R. H. Mena} and \textit{M. Ruggiero}, Bernoulli 22, No. 2, 901--926 (2016; Zbl 1388.62099) Full Text: DOI arXiv Euclid
Newton, Nigel J. Infinite-dimensional statistical manifolds based on a balanced chart. (English) Zbl 1388.60043 Bernoulli 22, No. 2, 711-731 (2016). MSC: 60D05 60B99 62A01 PDFBibTeX XMLCite \textit{N. J. Newton}, Bernoulli 22, No. 2, 711--731 (2016; Zbl 1388.60043) Full Text: DOI arXiv Euclid
Kujala, Janne V. Asymptotic optimality of myopic information-based strategies for Bayesian adaptive estimation. (English) Zbl 1388.62239 Bernoulli 22, No. 1, 615-651 (2016). MSC: 62L12 62F15 62P15 91E30 PDFBibTeX XMLCite \textit{J. V. Kujala}, Bernoulli 22, No. 1, 615--651 (2016; Zbl 1388.62239) Full Text: DOI arXiv Euclid
Shen, Weining; Ghosal, Subhashis Adaptive Bayesian density regression for high-dimensional data. (English) Zbl 1388.62115 Bernoulli 22, No. 1, 396-420 (2016). MSC: 62G08 62F15 62G07 62G20 PDFBibTeX XMLCite \textit{W. Shen} and \textit{S. Ghosal}, Bernoulli 22, No. 1, 396--420 (2016; Zbl 1388.62115) Full Text: DOI arXiv Euclid
Tan, Zhiqiang Improved minimax estimation of a multivariate normal mean under heteroscedasticity. (English) Zbl 1311.62086 Bernoulli 21, No. 1, 574-603 (2015). MSC: 62H12 62G15 62C10 62F10 62F15 PDFBibTeX XMLCite \textit{Z. Tan}, Bernoulli 21, No. 1, 574--603 (2015; Zbl 1311.62086) Full Text: DOI arXiv Euclid
Gassiat, Elisabeth; Rousseau, Judith About the posterior distribution in hidden Markov models with unknown number of states. (English) Zbl 1302.62183 Bernoulli 20, No. 4, 2039-2075 (2014). MSC: 62M05 62F15 60J10 PDFBibTeX XMLCite \textit{E. Gassiat} and \textit{J. Rousseau}, Bernoulli 20, No. 4, 2039--2075 (2014; Zbl 1302.62183) Full Text: DOI arXiv Euclid
Kubokawa, Tatsuya; Strawderman, William E. Dominance properties of constrained Bayes and empirical Bayes estimators. (English) Zbl 1281.62037 Bernoulli 19, No. 5B, 2200-2221 (2013). MSC: 62C10 62C12 62F30 PDFBibTeX XMLCite \textit{T. Kubokawa} and \textit{W. E. Strawderman}, Bernoulli 19, No. 5B, 2200--2221 (2013; Zbl 1281.62037) Full Text: DOI arXiv
Łatuszyński, Krzysztof; Miasojedow, Błażej; Niemiro, Wojciech Nonasymptotic bounds on the estimation error of MCMC algorithms. (English) Zbl 1412.60110 Bernoulli 19, No. 5A, 2033-2066 (2013). MSC: 60J22 62F15 65C05 PDFBibTeX XMLCite \textit{K. Łatuszyński} et al., Bernoulli 19, No. 5A, 2033--2066 (2013; Zbl 1412.60110) Full Text: DOI arXiv
Prünster, Igor; Ruggiero, Matteo A Bayesian nonparametric approach to modeling market share dynamics. (English) Zbl 1288.62042 Bernoulli 19, No. 1, 64-92 (2013). MSC: 62F15 60G57 60K35 62G05 62P20 91G70 PDFBibTeX XMLCite \textit{I. Prünster} and \textit{M. Ruggiero}, Bernoulli 19, No. 1, 64--92 (2013; Zbl 1288.62042) Full Text: DOI arXiv Euclid
van der Meulen, Frank; van Zanten, Harry Consistent nonparametric Bayesian inference for discretely observed scalar diffusions. (English) Zbl 1259.62070 Bernoulli 19, No. 1, 44-63 (2013). MSC: 62M05 62G05 62F15 60H10 42C40 PDFBibTeX XMLCite \textit{F. van der Meulen} and \textit{H. van Zanten}, Bernoulli 19, No. 1, 44--63 (2013; Zbl 1259.62070) Full Text: DOI arXiv Euclid
Favaro, Stefano; Lijoi, Antonio; Prünster, Igor Asymptotics for a Bayesian nonparametric estimator of species variety. (English) Zbl 1329.62163 Bernoulli 18, No. 4, 1267-1283 (2012). MSC: 62G05 62F15 62G20 60G57 PDFBibTeX XMLCite \textit{S. Favaro} et al., Bernoulli 18, No. 4, 1267--1283 (2012; Zbl 1329.62163) Full Text: DOI arXiv Euclid
Dalalyan, Arnak S.; Tsybakov, Alexandre B. Mirror averaging with sparsity priors. (English) Zbl 1243.62008 Bernoulli 18, No. 3, 914-944 (2012). MSC: 62C99 62F15 62J05 62G07 62H30 65C60 PDFBibTeX XMLCite \textit{A. S. Dalalyan} and \textit{A. B. Tsybakov}, Bernoulli 18, No. 3, 914--944 (2012; Zbl 1243.62008) Full Text: DOI arXiv Euclid
Guillotte, Simon; Perron, François Bayesian estimation of a bivariate copula using the Jeffreys prior. (English) Zbl 1318.62112 Bernoulli 18, No. 2, 496-519 (2012). MSC: 62G05 62F15 62H05 PDFBibTeX XMLCite \textit{S. Guillotte} and \textit{F. Perron}, Bernoulli 18, No. 2, 496--519 (2012; Zbl 1318.62112) Full Text: DOI arXiv Euclid
De Blasi, Pierpaolo; James, Lancelot F.; Lau, John W. Bayesian nonparametric estimation and consistency of mixed multinomial logit choice models. (English) Zbl 1220.62036 Bernoulli 16, No. 3, 679-704 (2010). MSC: 62G07 62F15 91B16 62G08 62G20 65C60 91B14 62G05 62J12 60G57 PDFBibTeX XMLCite \textit{P. De Blasi} et al., Bernoulli 16, No. 3, 679--704 (2010; Zbl 1220.62036) Full Text: DOI arXiv
Allassonnière, Stéphanie; Kuhn, Estelle; Trouvé, Alain Construction of Bayesian deformable models via a stochastic approximation algorithm: a convergence study. (English) Zbl 1220.62101 Bernoulli 16, No. 3, 641-678 (2010). MSC: 62L20 62F15 62H35 PDFBibTeX XMLCite \textit{S. Allassonnière} et al., Bernoulli 16, No. 3, 641--678 (2010; Zbl 1220.62101) Full Text: DOI arXiv
Berti, Patrizia; Crimaldi, Irene; Pratelli, Luca; Rigo, Pietro Rate of convergence of predictive distributions for dependent data. (English) Zbl 1375.60063 Bernoulli 15, No. 4, 1351-1367 (2009). MSC: 60F05 62G05 60B10 PDFBibTeX XMLCite \textit{P. Berti} et al., Bernoulli 15, No. 4, 1351--1367 (2009; Zbl 1375.60063) Full Text: DOI arXiv
Beerenwinkel, Niko; Eriksson, Nicholas; Sturmfels, Bernd Conjunctive Bayesian networks. (English) Zbl 1129.62100 Bernoulli 13, No. 4, 893-909 (2007). MSC: 62P10 62F15 62F10 13P10 PDFBibTeX XMLCite \textit{N. Beerenwinkel} et al., Bernoulli 13, No. 4, 893--909 (2007; Zbl 1129.62100) Full Text: DOI arXiv Euclid
van der Meulen, F. H.; van der Vaart, A. W.; van Zanten, J. H. Convergence rates of posterior distributions for Brownian semimartingale models. (English) Zbl 1142.62057 Bernoulli 12, No. 5, 863-888 (2006). MSC: 62M05 62F12 60J65 62F15 60J60 62E20 PDFBibTeX XMLCite \textit{F. H. van der Meulen} et al., Bernoulli 12, No. 5, 863--888 (2006; Zbl 1142.62057) Full Text: DOI
Lenstra, Andries J. Cramér-Rao revisited. (English) Zbl 1063.62025 Bernoulli 11, No. 2, 263-282 (2005). MSC: 62F10 62B10 62A01 62F15 62G05 60E15 PDFBibTeX XMLCite \textit{A. J. Lenstra}, Bernoulli 11, No. 2, 263--282 (2005; Zbl 1063.62025) Full Text: DOI
Gamboa, Fabrice; Loubes, Jean-Michel Wavelet estimation of a multifractal function. (English) Zbl 1063.62047 Bernoulli 11, No. 2, 221-246 (2005). MSC: 62G07 42C40 62F15 PDFBibTeX XMLCite \textit{F. Gamboa} and \textit{J.-M. Loubes}, Bernoulli 11, No. 2, 221--246 (2005; Zbl 1063.62047) Full Text: DOI
Giné, Evarist; Mason, David M. The law of the iterated logarithm for the integrated squared deviation of a kernel density estimator. (English) Zbl 1067.62048 Bernoulli 10, No. 4, 721-752 (2004). MSC: 62G20 62G07 62F15 PDFBibTeX XMLCite \textit{E. Giné} and \textit{D. M. Mason}, Bernoulli 10, No. 4, 721--752 (2004; Zbl 1067.62048) Full Text: DOI
Heikkinen, Juha; Penttinen, Antti Bayesian smoothing in the estimation of the pair potential function of Gibbs point processes. (English) Zbl 0954.62035 Bernoulli 5, No. 6, 1119-1136 (1999). MSC: 62G05 62M09 62F15 65C60 PDFBibTeX XMLCite \textit{J. Heikkinen} and \textit{A. Penttinen}, Bernoulli 5, No. 6, 1119--1136 (1999; Zbl 0954.62035) Full Text: DOI Link