Simulation of positive normal variables using several proposal distributions

IEEE Workshop on Statistical Signal Processing Proceedings

Volumn 2005, Issue , 2005, Pages 37-42

  Mazet, Vincent ^a   Brie, David ^a   Idler, Jérôme ^b  

^a UNIVERSITÉ DE LORRAINE   (France)

^b ECOLE CENTRALE DE NANTES   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; PROBABILITY; RANDOM PROCESSES; RANDOM VARIABLES;

POSITIVE NORMAL VARIABLES; RANDOM VARIABLES DISTRIBUTION; TARGET DISTRIBUTION;

COMPUTER SIMULATION;

EID: 33947145721     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. S. Gulam Razul, W.J. Fitzgerald, and C. Andrieu, "Bayesian model selection and parameter estimation of nuclear emission spectra using RJMCMC," Nucl. Inst. Meth. A, vol. 497, pp. 492-510, 2003.
2. V. Mazet, J. Idler, and D. Brie, "Déconvolution impulsionnelle positive myope," in Proceedings of the 20th GRETSI, Leuven, Belgium, September 6-9 2005.
3. N.M. Haan and S.J. Godsill, "Bayesian model for DNA sequencing," in Proceedings of ICASSP, Orlando, Florida, USA, 2002, vol. 4, pp. 4020-4023.
4. S. Moussaoui, D. Brie, A. Mohammad-Djafari, and C. Carteret, "Separation of non-negative mixture of non-negative sources using a Bayesian approach and MCMC sampling," 2005, submitted to IEEE Trans. Signal Process.
5. L. Devroye, Non-uniform random variate generation, Springer-Verlag, New York, 1986, Available on the Internet: http://jeff.cs. mcgill.ca/-luc/rnbookindex.html.
6. A.E. Gelfand, A.F.M. Smith, and T.-M. Lee, "Bayesian analysis of constrained parameter and truncated problems using Gibbs sampling," J. Amer. Stat. Assoc., vol. 87, pp. 523-532, 1992.
7. C.P. Robert, "Simulation of truncated normal variables," Stat. Comp., vol. 5, pp. 121-125, 1995.
8. C.P. Robert, Méthodes de Monte Carlo par chaînes de Markov, Economica, Paris, 1996.
9. W.J. Cody, "Rational Chebyshev approximations for the error function," Math. Comp., pp. 631-638, 1969.