Chae, Minwoo; De Blasi, Pierpaolo; Walker, Stephen G. Posterior asymptotics in Wasserstein metrics on the real line. (English) Zbl 1471.62281 Electron. J. Stat. 15, No. 2, 3635-3677 (2021). MSC: 62F15 62G20 62G07 PDFBibTeX XMLCite \textit{M. Chae} et al., Electron. J. Stat. 15, No. 2, 3635--3677 (2021; Zbl 1471.62281) Full Text: DOI arXiv Link
Martin, Ryan; Walker, Stephen G. Data-driven priors and their posterior concentration rates. (English) Zbl 1429.62148 Electron. J. Stat. 13, No. 2, 3049-3081 (2019). MSC: 62G08 62C12 62E20 62G07 PDFBibTeX XMLCite \textit{R. Martin} and \textit{S. G. Walker}, Electron. J. Stat. 13, No. 2, 3049--3081 (2019; Zbl 1429.62148) Full Text: DOI arXiv Euclid
Hatjispyros, Spyridon J.; Merkatas, Christos; Nicoleris, Theodoros; Walker, Stephen G. Dependent mixtures of geometric weights priors. (English) Zbl 1469.62077 Comput. Stat. Data Anal. 119, 1-18 (2018). MSC: 62-08 62G05 PDFBibTeX XMLCite \textit{S. J. Hatjispyros} et al., Comput. Stat. Data Anal. 119, 1--18 (2018; Zbl 1469.62077) Full Text: DOI arXiv
Hatjispyros, Spyridon J.; Nicoleris, Theodoros; Walker, Stephen G. Random density functions with common atoms and pairwise dependence. (English) Zbl 1466.62088 Comput. Stat. Data Anal. 101, 236-249 (2016). MSC: 62-08 PDFBibTeX XMLCite \textit{S. J. Hatjispyros} et al., Comput. Stat. Data Anal. 101, 236--249 (2016; Zbl 1466.62088) Full Text: DOI arXiv
Xiang, Fei; Walker, Stephen G. Sup-Hellinger consistency for local density regression. (English) Zbl 1338.62140 Commun. Stat., Theory Methods 45, No. 5, 1329-1344 (2016). MSC: 62G20 62G07 PDFBibTeX XMLCite \textit{F. Xiang} and \textit{S. G. Walker}, Commun. Stat., Theory Methods 45, No. 5, 1329--1344 (2016; Zbl 1338.62140) Full Text: DOI
Antoniano-Villalobos, Isadora; Wade, Sara; Walker, Stephen G. A Bayesian nonparametric regression model with normalized weights: a study of hippocampal atrophy in alzheimer’s disease. (English) Zbl 1367.62289 J. Am. Stat. Assoc. 109, No. 506, 477-490 (2014). MSC: 62P10 62G08 62F15 PDFBibTeX XMLCite \textit{I. Antoniano-Villalobos} et al., J. Am. Stat. Assoc. 109, No. 506, 477--490 (2014; Zbl 1367.62289) Full Text: DOI Link
Martin, Ryan; Walker, Stephen G. Asymptotically minimax empirical Bayes estimation of a sparse normal mean vector. (English) Zbl 1302.62015 Electron. J. Stat. 8, No. 2, 2188-2206 (2014). MSC: 62C12 62C20 62F12 PDFBibTeX XMLCite \textit{R. Martin} and \textit{S. G. Walker}, Electron. J. Stat. 8, No. 2, 2188--2206 (2014; Zbl 1302.62015) Full Text: DOI arXiv Euclid
Wade, Sara; Walker, Stephen G.; Petrone, Sonia A predictive study of Dirichlet process mixture models for curve fitting. (English) Zbl 1309.62059 Scand. J. Stat. 41, No. 3, 580-605 (2014). MSC: 62F15 62J05 60G57 PDFBibTeX XMLCite \textit{S. Wade} et al., Scand. J. Stat. 41, No. 3, 580--605 (2014; Zbl 1309.62059) Full Text: DOI 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
Shively, Thomas S.; Walker, Stephen G.; Damien, Paul Nonparametric function estimation subject to monotonicity, convexity and other shape constraints. (English) Zbl 1441.62870 J. Econom. 161, No. 2, 166-181 (2011). MSC: 62P20 PDFBibTeX XMLCite \textit{T. S. Shively} et al., J. Econom. 161, No. 2, 166--181 (2011; Zbl 1441.62870) Full Text: DOI
Hatjispyros, Spyridon J.; Nicoleris, Theodoros; Walker, Stephen G. Dependent mixtures of Dirichlet processes. (English) Zbl 1328.62242 Comput. Stat. Data Anal. 55, No. 6, 2011-2025 (2011). MSC: 62G08 62G10 60G57 PDFBibTeX XMLCite \textit{S. J. Hatjispyros} et al., Comput. Stat. Data Anal. 55, No. 6, 2011--2025 (2011; Zbl 1328.62242) Full Text: DOI
Mena, Ramsés H.; Ruggiero, Matteo; Walker, Stephen G. Geometric stick-breaking processes for continuous-time Bayesian nonparametric modeling. (English) Zbl 1216.62048 J. Stat. Plann. Inference 141, No. 9, 3217-3230 (2011). MSC: 62G05 62F15 62M05 60J60 62P05 65C60 PDFBibTeX XMLCite \textit{R. H. Mena} et al., J. Stat. Plann. Inference 141, No. 9, 3217--3230 (2011; Zbl 1216.62048) Full Text: DOI
Shively, Thomas S.; Sager, Thomas W.; Walker, Stephen G. A Bayesian approach to non-parametric monotone function estimation. (English) Zbl 1231.62058 J. R. Stat. Soc., Ser. B, Stat. Methodol. 71, No. 1, 159-175 (2009). MSC: 62G07 62F15 62G08 62G20 65C05 62P20 PDFBibTeX XMLCite \textit{T. S. Shively} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 71, No. 1, 159--175 (2009; Zbl 1231.62058) Full Text: DOI
Fuentes-García, Ruth; Mena, Ramsés H.; Walker, Stephen G. A nonparametric dependent process for Bayesian regression. (English) Zbl 1159.62027 Stat. Probab. Lett. 79, No. 8, 1112-1119 (2009). MSC: 62G08 62F15 65C60 PDFBibTeX XMLCite \textit{R. Fuentes-García} et al., Stat. Probab. Lett. 79, No. 8, 1112--1119 (2009; Zbl 1159.62027) Full Text: DOI
Hjort, Nils Lid; Walker, Stephen G. Quantile pyramids for Bayesian nonparametrics. (English) Zbl 1360.62124 Ann. Stat. 37, No. 1, 105-131 (2009). MSC: 62G05 62F15 62G20 60G35 60G57 PDFBibTeX XMLCite \textit{N. L. Hjort} and \textit{S. G. Walker}, Ann. Stat. 37, No. 1, 105--131 (2009; Zbl 1360.62124) Full Text: DOI arXiv Euclid