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Volumn 16, Issue 2, 2006, Pages 475-515

Optimal scaling for partially updating MCMC algorithms

Author keywords

Langevin algorithm; Markov chain Monte Carlo; Metropolis algorithm; Optimal scaling; Weak convergence

Indexed keywords


EID: 33746863011     PISSN: 10505164     EISSN: 10505164     Source Type: Journal    
DOI: 10.1214/105051605000000791     Document Type: Article
Times cited : (54)

References (12)
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    • ROBERTS, G. O., GELMAN, A. and GILKS, W. R. (1997). Weak convergence and optimal scaling of random walk Metropolis algorithms. Ann. Appl. Probab. 7 110-120. MR1428751
    • (1997) Ann. Appl. Probab. , vol.7 , pp. 110-120
    • Roberts, G.O.1    Gelman, A.2    Gilks, W.R.3
  • 7
    • 0000936678 scopus 로고    scopus 로고
    • Optimal scaling of discrete approximations to Langevin diffusions
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    • ROBERTS, G. O. and ROSENTHAL, J. S. (1998). Optimal scaling of discrete approximations to Langevin diffusions. J. Roy. Statist. Soc. Ser. B 60 255-268. MR1625691
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  • 8
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    • Optimal scaling for various Metropolis-Hastings algorithms
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    • ROBERTS, G. O. and ROSENTHAL, J. S. (2001). Optimal scaling for various Metropolis-Hastings algorithms. Statist. Sci. 16 351-367. MR1888450
    • (2001) Statist. Sci. , vol.16 , pp. 351-367
    • Roberts, G.O.1    Rosenthal, J.S.2
  • 9
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    • Updating schemes, correlation structure, blocking and parameterization for the Gibbs sampler
    • MR1440584
    • ROBERTS, G. O. and SAHU, S. K. (1997). Updating schemes, correlation structure, blocking and parameterization for the Gibbs sampler. J. Roy. Statist. Soc. Ser. B 59 291-317. MR1440584
    • (1997) J. Roy. Statist. Soc. Ser. B , vol.59 , pp. 291-317
    • Roberts, G.O.1    Sahu, S.K.2
  • 10
    • 15244341043 scopus 로고    scopus 로고
    • Langevin diffusions and Metropolis-Hastings algorithms
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    • ROBERTS, G. O. and STRAMER, O. (2003). Langevin diffusions and Metropolis-Hastings algorithms. Methodol. Comput. Appl. Probab. 4 337-357. MR2002247
    • (2003) Methodol. Comput. Appl. Probab. , vol.4 , pp. 337-357
    • Roberts, G.O.1    Stramer, O.2


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