Zhou, Quan; Yang, Jun; Vats, Dootika; Roberts, Gareth O.; Rosenthal, Jeffrey S. Dimension-free mixing for high-dimensional Bayesian variable selection. (English) Zbl 07686598 J. R. Stat. Soc., Ser. B, Stat. Methodol. 84, No. 5, 1751-1784 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{Q. Zhou} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 84, No. 5, 1751--1784 (2022; Zbl 07686598) Full Text: DOI arXiv
Pollock, Murray; Fearnhead, Paul; Johansen, Adam M.; Roberts, Gareth O. Quasi-stationary Monte Carlo and the ScaLE algorithm. (English) Zbl 07554789 J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 5, 1167-1221 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Pollock} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 5, 1167--1221 (2020; Zbl 07554789) Full Text: DOI arXiv
Zanella, Giacomo; Roberts, Gareth Scalable importance tempering and Bayesian variable selection. (English) Zbl 1420.62059 J. R. Stat. Soc., Ser. B, Stat. Methodol. 81, No. 3, 489-517 (2019). MSC: 62D05 65C05 62F07 62P35 PDFBibTeX XMLCite \textit{G. Zanella} and \textit{G. Roberts}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 81, No. 3, 489--517 (2019; Zbl 1420.62059) Full Text: DOI arXiv Link
Gerber, Mathieu; Chopin, Nicolas [Pitt, Michael; Doucet, Arnaud; Oates, Chris J.; Simpson, Daniel; Girolami, Mark; Pollock, M.; Johansen, Adam M.; Łatuszyński, K.; Roberts, G. O.; Finke, Axel; Hetland, Andreas L.; Lee, Anthony; Critchley, Frank; Nguyen, Dao; Arbel, Julyan; Prünster, Igor; Bao, Le; Beskos, Alexandros; Jasra, Ajay; Castro, Daniela; Porcu, Emilio; Coad, D. S.; Weng, R. C.; Everitt, Richard G.; Gandy, Axel; Lau, F. Din-Houn; He, Zhijian; Owen, Art B.; Paulin, Daniel; Thiery, Alexandre H.; Künsch, Hans R.; Lacoste-Julien, Simon; Lindsten, Fredrik; L’Ecuyer, Pierre; Lemieux, Christiane; Singh, Sumeetpal S.; Liu, Han; Zeng, Yong; Mateu, Jorge; Papaspiliopoulos, Omiros; Robert, Christian P.; Rudolf, Daniel; Ryder, Robin J.; Telesca, Donatello; Wong, Weng Kee; Tong, Howell; Wu, Ruochen; Linton, Oliver] Sequential quasi Monte Carlo. With discussion and authors’ reply. (English) Zbl 1414.62109 J. R. Stat. Soc., Ser. B, Stat. Methodol. 77, No. 3, 509-579 (2015). MSC: 62G05 65C60 PDFBibTeX XMLCite \textit{M. Gerber} and \textit{N. Chopin}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 77, No. 3, 509--579 (2015; Zbl 1414.62109) Full Text: DOI arXiv
Roberts, G. O. (ed.); Van Keilegom, I. (ed.) Report of the editors (2012). (English) Zbl 07555436 J. R. Stat. Soc., Ser. B, Stat. Methodol. 75, No. 1, 1-2 (2013). MSC: 00Bxx PDFBibTeX XMLCite \textit{G. O. Roberts} (ed.) and \textit{I. Van Keilegom} (ed.), J. R. Stat. Soc., Ser. B, Stat. Methodol. 75, No. 1, 1--2 (2013; Zbl 07555436)
Yau, C.; Papaspiliopoulos, O.; Roberts, G. O.; Holmes, C. Bayesian non-parametric hidden Markov models with applications in genomics. (English) Zbl 1411.62247 J. R. Stat. Soc., Ser. B, Stat. Methodol. 73, No. 1, 37-57 (2011). MSC: 62M05 62F15 60J20 62P10 PDFBibTeX XMLCite \textit{C. Yau} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 73, No. 1, 37--57 (2011; Zbl 1411.62247) Full Text: DOI Link
Girolami, Mark; Calderhead, Ben [Sanz-Serna, J. M.; Rasmussen, Carl Edward; Doucet, Arnaud; Jacob, Pierre; Johansen, Adam M.; Honkela, Antti; Guillas, Serge; Barthelmé, Simon; Chopin, Nicolas; Filippone, Maurizio; Critchley, Frank; Friel, N.; Wyse, J.; Stathopoulos, Vassilios; Robert, Christian P.; Fearnhead, Paul; Beskos, A.; Stuart, A. M.; Skilling, John; Anaya-Izquierdo, Karim; Marriott, Paul; Archambeau, Cedric; Bouchard, Guillaume; Beffy, Magali; Bhadra, Anindya; Bornn, Luke; Cornebise, Julien; Campbell, David A.; Cao, Jiguo; Wang, Liangliang; Chin, Siu A.; Coolen, A. C. C.; Peters, Gareth; Cox, D. R.; Draper, David; Dryden, Ian; Eguchi, Shinto; Gelman, Andrew; Golightly, Andrew; Boys, Richard J.; Griffin, Jim; Gripton, Adam; Christie, Mike; Guerrera, Thiago; Rue, Håvard; Simpson, Daniel; Higham, Desmond J.; Holmes, Chris; Husmeier, Dirk; Ikeda, Shiro; Jasra, Ajay; Singh, Sumeetpal; Jupp, Peter; Kypraios, Theodore; Łatuszyński, Krzysztof; Roberts, Gareth O.; Thiéry, Alexandre; Wolny, Katarzyna; Mansinghka, V.; Marin, Jean-Michel; Meng, Xiao-Li; Mira, Antonietta; Haario, Heikki; Murray, Iain; Adams, Ryan Prescott; Parry, Matthew F.; Penny, W. D.; Pettitt, Anthony; Pillai, Natesh S.; Rao, C. R.; Roy, Daniel M.; Salimans, Tim; Schmidl, D.; Theis, F. J.; Sermaidis, Giorgos; Srivastava, Anuj; Stephens, David A.; Titsias, M. K.; Transtrum, Mark K.; Chen, Yanjiun; Machta, Benjamin B.; Sethna, James P.; Gutenkunst, Ryan; Vehtari, Aki; Vanhatalo, Jarno; Welling, Max; Winther, Ole; Opper, Manfred] Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. (English) Zbl 1411.62071 J. R. Stat. Soc., Ser. B, Stat. Methodol. 73, No. 2, 123-214 (2011). MSC: 62F15 62H11 65C60 65C05 62-02 PDFBibTeX XMLCite \textit{M. Girolami} and \textit{B. Calderhead}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 73, No. 2, 123--214 (2011; Zbl 1411.62071) Full Text: DOI
Fearnhead, Paul; Papaspiliopoulos, Omiros; Roberts, Gareth O.; Stuart, Andrew Random-weight particle filtering of continuous time processes. (English) Zbl 1411.60109 J. R. Stat. Soc., Ser. B, Stat. Methodol. 72, No. 4, 497-512 (2010). MSC: 60J22 65C40 62M20 PDFBibTeX XMLCite \textit{P. Fearnhead} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 72, No. 4, 497--512 (2010; Zbl 1411.60109) Full Text: DOI
Andrieu, Christophe; Doucet, Arnaud; Holenstein, Roman [Fearnhead, Paul; Godsill, Simon; Chopin, Nicolas; Chen, Rong; Girolami, Mark; Whiteley, Nick; Roberts, Gareth; Belmonte, Miguel A.; Papaspiliopoulos, Omiros; Łatuszyński, Krzysztof; Flury, Thomas; Shephard, Neil; Robert, Christian P.; Jacob, Pierre; Rue, Håvard; Bhadra, Anindya; Bornn, Luke; Tabet, Aline; Cappé, Olivier; Cornebise, J.; Peters, G. W.; Creal, Drew D.; Koopman, Siem Jan; Crisan, Dan; Draper, David; Everitt, Richard; Golightly, Andrew; Wilkinson, Darren J.; Ionides, Edward L.; Johannes, Michael; Polson, Nick; Yae, Seung Min; Johansen, Adam M.; Aston, John A. D.; Lee, Anthony; Holmes, Chris; Maskell, Simon; Murray, Lawrence; Jones, Emlyn; Parslow, John; Campbell, Eddy; Margvelashvili, Nugzar; Silva, Ralph S.; Kohn, Robert; Giordani, Paolo; Pitt, Michael K.; Toivanen, Miika; Lampinen, Jouko; Yun, Jonghyun; Chen, Yuguo] Particle Markov chain Monte Carlo methods. With discussion and authors’ reply. (English) Zbl 1411.65020 J. R. Stat. Soc., Ser. B, Stat. Methodol. 72, No. 3, 269-342 (2010). MSC: 65C40 65C05 65C60 62P20 65-02 PDFBibTeX XMLCite \textit{C. Andrieu} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 72, No. 3, 269--342 (2010; Zbl 1411.65020) Full Text: DOI
Fearnhead, Paul; Papaspiliopoulos, Omiros; Roberts, Gareth O. Particle filters for partially observed diffusions. (English) Zbl 05563368 J. R. Stat. Soc., Ser. B, Stat. Methodol. 70, No. 4, 755-777 (2008). MSC: 62-XX PDFBibTeX XMLCite \textit{P. Fearnhead} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 70, No. 4, 755--777 (2008; Zbl 05563368) Full Text: DOI arXiv
Beskos, Alexandros; Papaspiliopoulos, Omiros; Roberts, Gareth O.; Fearnhead, Paul Exact and computationally efficient likelihood-based estimation for discretely observed diffusion processes (With discussion). (English) Zbl 1100.62079 J. R. Stat. Soc., Ser. B, Stat. Methodol. 68, No. 3, 333-382 (2006). MSC: 62M05 65C05 62F15 65C40 PDFBibTeX XMLCite \textit{A. Beskos} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 68, No. 3, 333--382 (2006; Zbl 1100.62079) Full Text: DOI
Christensen, Ole F.; Roberts, Gareth O.; Rosenthal, Jeffrey S. Scaling limits for the transient phase of local Metropolis-Hastings algorithms. (English) Zbl 1075.65012 J. R. Stat. Soc., Ser. B, Stat. Methodol. 67, No. 2, 253-268 (2005). MSC: 65C40 65C05 60J22 62D05 PDFBibTeX XMLCite \textit{O. F. Christensen} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 67, No. 2, 253--268 (2005; Zbl 1075.65012) Full Text: DOI
Roberts, Gareth O.; Papaspiliopoulos, Omiros; Dellaportas, Petros Bayesian inference for non-Gaussian Ornstein-Uhlenbeck stochastic volatility processes. (English) Zbl 1062.62049 J. R. Stat. Soc., Ser. B, Stat. Methodol. 66, No. 2, 369-393 (2004). MSC: 62F15 62M99 62P05 65C40 PDFBibTeX XMLCite \textit{G. O. Roberts} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 66, No. 2, 369--393 (2004; Zbl 1062.62049) Full Text: DOI
Brooks, S. P.; Giudici, P.; Roberts, G. O. Efficient construction of reversible jump Markov chain Monte Carlo proposal distributions (with discussion). (English) Zbl 1063.62120 J. R. Stat. Soc., Ser. B, Stat. Methodol. 65, No. 1, 3-55 (2003). MSC: 62M10 62F15 65C40 65C05 PDFBibTeX XMLCite \textit{S. P. Brooks} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 65, No. 1, 3--55 (2003; Zbl 1063.62120) Full Text: DOI
Mira, A.; Møller, J.; Roberts, G. O. Perfect slice samplers. (English) Zbl 0993.65015 J. R. Stat. Soc., Ser. B, Stat. Methodol. 63, No. 3, 593-606 (2001); correction ibid. 64, No. 3, 581 (2002). Reviewer: Jaromir Antoch (Praha) MSC: 65C40 60J22 82C20 60G60 82C80 65C05 PDFBibTeX XMLCite \textit{A. Mira} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 63, No. 3, 593--606 (2001; Zbl 0993.65015) Full Text: DOI
Brown, Patrick E.; Kåresen, Kjetil F.; Roberts, Gareth O.; Tonellato, Stefano Blur-generated non-separable space-time models. (English) Zbl 0957.62081 J. R. Stat. Soc., Ser. B, Stat. Methodol. 62, No. 4, 847-860 (2000). MSC: 62M30 62P35 PDFBibTeX XMLCite \textit{P. E. Brown} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 62, No. 4, 847--860 (2000; Zbl 0957.62081) Full Text: DOI
Roberts, Gareth O.; Rosenthal, Jeffrey S. Convergence of slice sampler Markov chains. (English) Zbl 0929.62098 J. R. Stat. Soc., Ser. B, Stat. Methodol. 61, No. 3, 643-660 (1999). MSC: 62M99 65C60 65C40 PDFBibTeX XMLCite \textit{G. O. Roberts} and \textit{J. S. Rosenthal}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 61, No. 3, 643--660 (1999; Zbl 0929.62098) Full Text: DOI
Roberts, Gareth O.; Rosenthal, Jeffrey S. Optimal scaling of discrete approximations to Langevin diffusions. (English) Zbl 0913.60060 J. R. Stat. Soc., Ser. B, Stat. Methodol. 60, No. 1, 255-268 (1998). MSC: 60J20 65C05 PDFBibTeX XMLCite \textit{G. O. Roberts} and \textit{J. S. Rosenthal}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 60, No. 1, 255--268 (1998; Zbl 0913.60060) Full Text: DOI Link