Prati
Gareth Roberts
Gareth Roberts
Professor of Statistics, University of Warwick
Potvrđena adresa e-pošte na warwick.ac.uk
Naslov
Citirano
Citirano
Godina
Bayesian computation via the Gibbs sampler and related Markov chain Monte Carlo methods
AFM Smith, GO Roberts
Journal of the Royal Statistical Society: Series B (Methodological) 55 (1), 3-23, 1993
24661993
Weak convergence and optimal scaling of random walk Metropolis algorithms
GO Roberts, A Gelman, WR Gilks
The annals of applied probability 7 (1), 110-120, 1997
2166*1997
Efficient metropolis jumping rules
A Gelman, G Roberts, W Gilks
Bayesian statistics 5, 599-608, 1996
14561996
Optimal scaling for various Metropolis-Hastings algorithms
GO Roberts, JS Rosenthal
Statistical science 16 (4), 351-367, 2001
13992001
Examples of adaptive MCMC
GO Roberts, JS Rosenthal
Journal of computational and graphical statistics 18 (2), 349-367, 2009
11672009
Exponential convergence of Langevin distributions and their discrete approximations
GO Roberts, RL Tweedie
Bernoulli, 341-363, 1996
11211996
The pseudo-marginal approach for efficient Monte Carlo computations
C Andrieu, GO Roberts
9462009
General state space Markov chains and MCMC algorithms
GO Roberts, JS Rosenthal
9172004
Optimal scaling of discrete approximations to Langevin diffusions
GO Roberts, JS Rosenthal
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 1998
7021998
MCMC methods for functions: modifying old algorithms to make them faster
SL Cotter, GO Roberts, AM Stuart, D White
5812013
Updating schemes, correlation structure, blocking and parameterization for the Gibbs sampler
GO Roberts, SK Sahu
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 1997
5701997
Markov chain concepts related to
GO Roberts
Markov chain Monte Carlo in practice, 45, 1995
5671995
Geometric convergence and central limit theorems for multidimensional Hastings and Metropolis algorithms
GO Roberts, RL Tweedie
Biometrika 83 (1), 95-110, 1996
5331996
Simple conditions for the convergence of the Gibbs sampler and Metropolis-Hastings algorithms
GO Roberts, AFM Smith
Stochastic processes and their applications 49 (2), 207-216, 1994
5281994
Coupling and ergodicity of adaptive Markov chain Monte Carlo algorithms
GO Roberts, JS Rosenthal
Journal of applied probability 44 (2), 458-475, 2007
5102007
Networks and the epidemiology of infectious disease
L Danon, AP Ford, T House, CP Jewell, MJ Keeling, GO Roberts, JV Ross, ...
Interdisciplinary perspectives on infectious diseases 2011, 2011
4802011
Exact and computationally efficient likelihood‐based estimation for discretely observed diffusion processes (with discussion)
A Beskos, O Papaspiliopoulos, GO Roberts, P Fearnhead
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2006
4652006
Convergence assessment techniques for Markov chain Monte Carlo
SP Brooks, GO Roberts
Statistics and Computing 8, 319-335, 1998
4551998
Retrospective Markov chain Monte Carlo methods for Dirichlet process hierarchical models
O Papaspiliopoulos, GO Roberts
Biometrika 95 (1), 169-186, 2008
4532008
Assessing convergence of Markov chain Monte Carlo algorithms
SP Brooks, GO Roberts
Statistics and Computing 8 (4), 319-335, 1998
4381998
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