메뉴 건너뛰기




Volumn 12, Issue 3, 2003, Pages 548-565

Bayesian Semiparametric Density Estimation and Model Verification Using a Logistic-Gaussian Process

Author keywords

Bayesian inference; Density estimation; Model selection; Smoothing

Indexed keywords


EID: 0141872477     PISSN: 10618600     EISSN: None     Source Type: Journal    
DOI: 10.1198/1061860032021     Document Type: Article
Times cited : (25)

References (36)
  • 2
    • 21844509435 scopus 로고
    • Modeling Household Purchase Behavior with Logistic Normal Regression
    • Allenby, G., and Lenk, P. (1994), "Modeling Household Purchase Behavior with Logistic Normal Regression," Journal of the American Statistical Association, 83, 1218-1231.
    • (1994) Journal of the American Statistical Association , vol.83 , pp. 1218-1231
    • Allenby, G.1    Lenk, P.2
  • 4
    • 32344446687 scopus 로고
    • Understanding the Metropolis-Hastings Algorithm
    • Chib, S., and Greenberg, E. (1995), "Understanding the Metropolis-Hastings Algorithm," The American Statistician, 49, 327-335.
    • (1995) The American Statistician , vol.49 , pp. 327-335
    • Chib, S.1    Greenberg, E.2
  • 5
    • 0033481108 scopus 로고    scopus 로고
    • Gibbs Sampling for Bayesian Nonconjugate and Hierarchical Models Using Auxiliary Variables
    • Damien, P., Wakefield, J. C., and Walker, S. (1999), "Gibbs Sampling for Bayesian Nonconjugate and Hierarchical Models Using Auxiliary Variables," Journal of the Royal Statistical Society, Series B, 61, 331-344.
    • (1999) Journal of the Royal Statistical Society, Series B , vol.61 , pp. 331-344
    • Damien, P.1    Wakefield, J.C.2    Walker, S.3
  • 8
    • 0030335219 scopus 로고    scopus 로고
    • Using Specially Designed Exponential Families for Density Estimation
    • Efron, B., and Tibshirani, R. (1996), "Using Specially Designed Exponential Families for Density Estimation," The Annals of Statistics, 24, 2431-2461.
    • (1996) The Annals of Statistics , vol.24 , pp. 2431-2461
    • Efron, B.1    Tibshirani, R.2
  • 12
    • 77956889087 scopus 로고
    • Reversible Jump Markov Chain Monte Carlo Computation and Bayesian Model Determination
    • Green, P. J. (1995), "Reversible Jump Markov Chain Monte Carlo Computation and Bayesian Model Determination," Biometrika, 82, 711-732.
    • (1995) Biometrika , vol.82 , pp. 711-732
    • Green, P.J.1
  • 14
    • 0000451036 scopus 로고
    • Nonparametric Roughness Penalties for Probability Densities
    • Good, I. J., and Gaskin, R. A. (1971), "Nonparametric Roughness Penalties for Probability Densities "Biometrika, 58, 255-277.
    • (1971) Biometrika , vol.58 , pp. 255-277
    • Good, I.J.1    Gaskin, R.A.2
  • 15
    • 84950634092 scopus 로고
    • Density Estimation and Bump-Hunting by the Penalized Likelihood Method Exemplified by Scattering and Meteorite Data,"
    • _ (1980), "Density Estimation and Bump-Hunting by the Penalized Likelihood Method Exemplified by Scattering and Meteorite Data," Journal of the American Statistical Association, 75, 42-73.
    • (1980) Journal of the American Statistical Association , vol.75 , pp. 42-73
  • 16
    • 77956890234 scopus 로고
    • Monte Carlo Sampling Methods Using Markov Chains and Their Applications
    • Hastings, W. K. (1970), "Monte Carlo Sampling Methods Using Markov Chains and Their Applications," Biometrika, 57, 97-109.
    • (1970) Biometrika , vol.57 , pp. 97-109
    • Hastings, W.K.1
  • 23
    • 0033454858 scopus 로고    scopus 로고
    • Stochastic Optimization Methods for Fitting PLOYCLASS and Feed-Forward Neural Network Models
    • Kooperberg, C., and Stone, C. J. (1999), "Stochastic Optimization Methods for Fitting PLOYCLASS and Feed-Forward Neural Network Models," Journal of Computational and Graphical Statistics, 8, 169-189
    • (1999) Journal of Computational and Graphical Statistics , vol.8 , pp. 169-189
    • Kooperberg, C.1    Stone, C.J.2
  • 24
    • 0001742255 scopus 로고
    • The Logistic Normal Distribution for Bayesian, Nonparametric, Predictive Densities
    • Lenk, P. (1988). "The Logistic Normal Distribution for Bayesian, Nonparametric, Predictive Densities," Journal of the American Statistical Association, 83, 509-516.
    • (1988) Journal of the American Statistical Association , vol.83 , pp. 509-516
    • Lenk, P.1
  • 25
    • 0001450917 scopus 로고
    • Towards a Practicable Bayesian Nonparametric Density Estimator
    • _ (1991), "Towards a Practicable Bayesian Nonparametric Density Estimator," Biometrika, 78, 531-543.
    • (1991) Biometrika , vol.78 , pp. 531-543
  • 26
    • 0009410359 scopus 로고
    • A Bayesian Nonparametric Density Estimator
    • _ (1993), "A Bayesian Nonparametric Density Estimator," Journal of Nonparametric Statistics, 3, 53-69.
    • (1993) Journal of Nonparametric Statistics , vol.3 , pp. 53-69
  • 27
    • 0033475174 scopus 로고    scopus 로고
    • Bayesian Inference for Semiparametric Regression using a Fourier Representation
    • _ (1999), "Bayesian Inference for Semiparametric Regression using a Fourier Representation," Journal of the Royal Statistical Society, Series B, 61, 863-879.
    • (1999) Journal of the Royal Statistical Society, Series B , vol.61 , pp. 863-879
  • 28
    • 0000042719 scopus 로고
    • Density Estimation, Stochastic Processes, and Prior Information
    • Leonard, T. (1978), "Density Estimation, Stochastic Processes, and Prior Information," Journal of the Royal Statistical Society, Series B, 40, 113-146.
    • (1978) Journal of the Royal Statistical Society, Series B , vol.40 , pp. 113-146
    • Leonard, T.1
  • 29
    • 0000738873 scopus 로고
    • On the Estimation of a Probability Density Function by the Maximum Penalized Likelihood Method
    • Silverman, B. W. (1982), "On the Estimation of a Probability Density Function by the Maximum Penalized Likelihood Method," The Annals of Statistics, 10, 795-810.
    • (1982) The Annals of Statistics , vol.10 , pp. 795-810
    • Silverman, B.W.1
  • 31
    • 0000645875 scopus 로고
    • Large-Sample Inference for Log-Spline Models
    • Stone, C. J. (1990), "Large-Sample Inference for Log-Spline Models," The Annals of Statistics, 18, 717-741.
    • (1990) The Annals of Statistics , vol.18 , pp. 717-741
    • Stone, C.J.1
  • 32
    • 0031484203 scopus 로고    scopus 로고
    • Polynomial Splines and their Tensor Products in Extended Linear Models
    • Stone, C. J., Hansen, M. H., Kooperberg, C., and Truong, Y., K. (1997), "Polynomial Splines and their Tensor Products in Extended Linear Models," The Annals of Statistics, 25, 1371-1470.
    • (1997) The Annals of Statistics , vol.25 , pp. 1371-1470
    • Stone, C.J.1    Hansen, M.H.2    Kooperberg, C.3    Truong, Y.K.4
  • 33
    • 0000450226 scopus 로고
    • Improper Priors, Spline Smoothing, and the Problem of Guarding Against Model Errors in Regression
    • Wahba, G. (1978), "Improper Priors, Spline Smoothing, and the Problem of Guarding Against Model Errors in Regression," Journal of the Royal Statistical Society, Series B, 364-372.
    • (1978) Journal of the Royal Statistical Society, Series B , pp. 364-372
    • Wahba, G.1
  • 34
    • 0000939344 scopus 로고
    • Bayesian 'Confidence Intervals' for the Cross-Validated Smoothing Spline
    • _ (1983), "Bayesian 'Confidence Intervals' for the Cross-Validated Smoothing Spline," Journal of the Royal Statistical Society, Series B, 45, 133-150.
    • (1983) Journal of the Royal Statistical Society, Series B , vol.45 , pp. 133-150
  • 35
    • 0041865172 scopus 로고
    • Smoothing Spline ANOVA for Exponential Families, with Application to the Wisconsin Epidemiological Study of Diabetic Retinopathy
    • Wahba, G., Wang, Y., Gu, C., Klein, R., and Klein, B. (1995), "Smoothing Spline ANOVA for Exponential Families, with Application to the Wisconsin Epidemiological Study of Diabetic Retinopathy," The Annals of Statistics, 23, 1865-1895.
    • (1995) The Annals of Statistics , vol.23 , pp. 1865-1895
    • Wahba, G.1    Wang, Y.2    Gu, C.3    Klein, R.4    Klein, B.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.