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Volumn 51, Issue 12, 2007, Pages 5467-5470

AMCMC: An R interface for adaptive MCMC

Author keywords

Adaptive algorithms; Markov chain Monte Carlo; R C interface; Statistical software

Indexed keywords

COMPUTATION THEORY; COMPUTER SOFTWARE; MARKOV PROCESSES; MONTE CARLO METHODS; PROBABILITY DENSITY FUNCTION; STATISTICAL METHODS;

EID: 34547188753     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2007.02.021     Document Type: Article
Times cited : (28)

References (22)
  • 1
    • 34547170725 scopus 로고    scopus 로고
    • Andrieu, C., Atchadé, Y.F., 2005. On the efficiency of adaptive MCMC algorithms. Preprint.
  • 2
    • 34547151854 scopus 로고    scopus 로고
    • Andrieu, C., Moulines, E., 2003. On the ergodicity properties of some adaptive Markov Chain Monte Carlo algorithms. Preprint.
  • 3
    • 33747062507 scopus 로고    scopus 로고
    • On adaptive Markov chain Monte Carlo algorithms
    • Atchadé Y.F., and Rosenthal J.S. On adaptive Markov chain Monte Carlo algorithms. Bernoulli 11 (2005) 815-828
    • (2005) Bernoulli , vol.11 , pp. 815-828
    • Atchadé, Y.F.1    Rosenthal, J.S.2
  • 4
    • 34547175984 scopus 로고    scopus 로고
    • The BUGS Project. At: 〈http://www.mrc-bsu.cam.ac.uk/bugs/〉.
  • 5
    • 84949161141 scopus 로고
    • Data analysis using Stein's estimator and its generalizations
    • Efron B., and Morris C. Data analysis using Stein's estimator and its generalizations. J. Amer. Stat. Assoc. 70 350 (1975) 311-319
    • (1975) J. Amer. Stat. Assoc. , vol.70 , Issue.350 , pp. 311-319
    • Efron, B.1    Morris, C.2
  • 6
    • 34547214059 scopus 로고    scopus 로고
    • GCC, the GNU Compiler Collection. At: 〈http://gcc.gnu.org/〉.
  • 7
    • 84950453304 scopus 로고
    • Sampling based approaches to calculating marginal densities
    • Gelfand A.E., and Smith A.F.M. Sampling based approaches to calculating marginal densities. J. Amer. Stat. Assoc. 85 (1990) 398-409
    • (1990) J. Amer. Stat. Assoc. , vol.85 , pp. 398-409
    • Gelfand, A.E.1    Smith, A.F.M.2
  • 8
    • 34547151360 scopus 로고    scopus 로고
    • Geyer, C.J., 2005. MCMC R Package. At: 〈http://www.stat.umn.edu/geyer/mcmc/〉.
  • 9
    • 34547188888 scopus 로고    scopus 로고
    • Giordani, P., Kohn, R., 2006. Adaptive independent Metropolis-Hastings by fast estimation of mixtures of normals. Preprint.
  • 10
    • 34547191418 scopus 로고    scopus 로고
    • Green, P.J., Murdoch, D.J., 1998. Exact sampling for Bayesian inference: towards general purpose algorithms. In: Bernardo, J.M., et al. (Eds.), Bayesian Statistics, vol. 6, Oxford University Press, Oxford, pp. 301-321.
  • 11
    • 33746082065 scopus 로고    scopus 로고
    • Componentwise adaptation for high dimensional MCMC
    • Haario H., Saksman E., and Tamminen J. Componentwise adaptation for high dimensional MCMC. Comput. Statist. 20 (2005) 265-274
    • (2005) Comput. Statist. , vol.20 , pp. 265-274
    • Haario, H.1    Saksman, E.2    Tamminen, J.3
  • 12
    • 34547169199 scopus 로고    scopus 로고
    • Martin, A.D., Quinn, K.M., 2007. MCMCpack. At: 〈http://mcmcpack.wustl.edu/wiki/index.php/Main_Page〉.
  • 13
    • 34547167228 scopus 로고    scopus 로고
    • Morris, C., 1983. Parametric empirical Bayes confidence intervals. Sci. Inference, Data Anal., Robustness, 25-50.
  • 14
    • 34547170217 scopus 로고    scopus 로고
    • OpenBUGS. At: 〈http://mathstat.helsinki.fi/openbugs/〉.
  • 15
    • 34547165714 scopus 로고    scopus 로고
    • The R Project for Statistical Computing. At: 〈http://www.r-project.org/〉.
  • 16
    • 0013037129 scopus 로고    scopus 로고
    • Optimal scaling for various Metropolis-Hastings algorithms
    • Roberts G.O., and Rosenthal J.S. Optimal scaling for various Metropolis-Hastings algorithms. Statist. Sci. 16 (2001) 351-367
    • (2001) Statist. Sci. , vol.16 , pp. 351-367
    • Roberts, G.O.1    Rosenthal, J.S.2
  • 17
    • 34547153465 scopus 로고    scopus 로고
    • Roberts, G.O., Rosenthal, J.S., 2005. Coupling and ergodicity of adaptive MCMC. Preprint.
  • 18
    • 34547176481 scopus 로고    scopus 로고
    • Roberts, G.O., Rosenthal, J.S., 2006. Examples of adaptive MCMC. Preprint.
  • 19
    • 21444459448 scopus 로고    scopus 로고
    • Convergence of Gibbs sampler for a model related to James-Stein estimators
    • Rosenthal J.S. Convergence of Gibbs sampler for a model related to James-Stein estimators. Statist. Comput. 6 (1996) 269-275
    • (1996) Statist. Comput. , vol.6 , pp. 269-275
    • Rosenthal, J.S.1
  • 20
    • 34547172459 scopus 로고    scopus 로고
    • Rosenthal, J.S., 2004. Adaptive MCMC Java Applet. At: 〈http://probability.ca/jeff/java/adapt.html〉.
  • 21
    • 34547231856 scopus 로고    scopus 로고
    • Rosenthal, J.S., 2007. The AMCMC package. At: 〈http://probability.ca/amcmc/〉.
  • 22
    • 34547184237 scopus 로고    scopus 로고
    • WinBUGS. At: 〈http://www.mrc-bsu.cam.ac.uk/bugs/winbugs/contents.shtml〉.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.