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Rigorous confidence bounds for MCMC under a geometric drift condition

Rigorous confidence bounds for MCMC under a geometric drift condition

14 August 2009
Krzysztof Latuszynski
Wojciech Niemiro
ArXiv (abs)PDFHTML

Papers citing "Rigorous confidence bounds for MCMC under a geometric drift condition"

14 / 14 papers shown
Dimension-independent Markov chain Monte Carlo on the sphere
Dimension-independent Markov chain Monte Carlo on the sphereScandinavian Journal of Statistics (Scand. J. Stat.), 2021
H. Lie
Daniel Rudolf
Björn Sprungk
T. Sullivan
394
6
0
22 Dec 2021
On a Metropolis-Hastings importance sampling estimator
On a Metropolis-Hastings importance sampling estimator
Daniel Rudolf
Björn Sprungk
323
22
0
18 May 2018
Complexity Results for MCMC derived from Quantitative Bounds
Complexity Results for MCMC derived from Quantitative Bounds
Jun Yang
Jeffrey S. Rosenthal
561
29
0
02 Aug 2017
Exponential inequalities for unbounded functions of geometrically
  ergodic Markov chains. Applications to quantitative error bounds for
  regenerative Metropolis algorithms
Exponential inequalities for unbounded functions of geometrically ergodic Markov chains. Applications to quantitative error bounds for regenerative Metropolis algorithms
Olivier Wintenberger
209
7
0
05 Nov 2015
Information Geometry Approach to Parameter Estimation in Markov Chains
Information Geometry Approach to Parameter Estimation in Markov Chains
Masahito Hayashi
Shun Watanabe
361
41
0
16 Jan 2014
Error bounds of MCMC for functions with unbounded stationary variance
Error bounds of MCMC for functions with unbounded stationary variance
Daniel Rudolf
Nikolaus Schweizer
233
11
0
16 Dec 2013
Time series prediction via aggregation : an oracle bound including
  numerical cost
Time series prediction via aggregation : an oracle bound including numerical cost
Andrés Sánchez-Pérez
AI4TS
514
6
0
18 Nov 2013
Variable transformation to obtain geometric ergodicity in the
  random-walk Metropolis algorithm
Variable transformation to obtain geometric ergodicity in the random-walk Metropolis algorithm
Leif Johnson
C. Geyer
325
56
0
27 Feb 2013
Dimension-Independent MCMC Sampling for Inverse Problems with
  Non-Gaussian Priors
Dimension-Independent MCMC Sampling for Inverse Problems with Non-Gaussian Priors
Sebastian J. Vollmer
389
33
0
09 Feb 2013
Markov Chain Monte Carlo Estimation of Quantiles
Markov Chain Monte Carlo Estimation of Quantiles
Charles R. Doss
James M. Flegal
Galin L. Jones
R. Neath
355
44
0
26 Jul 2012
Spectral gaps for a Metropolis-Hastings algorithm in infinite dimensions
Spectral gaps for a Metropolis-Hastings algorithm in infinite dimensions
Martin Hairer
Andrew M. Stuart
Sebastian J. Vollmer
541
201
0
06 Dec 2011
Nonasymptotic bounds on the estimation error of MCMC algorithms
Nonasymptotic bounds on the estimation error of MCMC algorithms
K. Latuszyñski
B. Miasojedow
Wojciech Niemiro
369
59
0
23 Jun 2011
CLTs and asymptotic variance of time-sampled Markov chains
CLTs and asymptotic variance of time-sampled Markov chains
K. Łatuszyński
Gareth O. Roberts
353
24
0
10 Feb 2011
Nonasymptotic bounds on the mean square error for MCMC estimates via
  renewal techniques
Nonasymptotic bounds on the mean square error for MCMC estimates via renewal techniques
Krzysztof Latuszynski
B. Miasojedow
Wojciech Niemiro
448
10
0
31 Jan 2011
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