ON A FAMILY OF PRIOR DISTRIBUTIONS FOR A CLASS OF BAYESIAN SEARCH MODELS

被引:1
|
作者
GLAZEBROOK, KD
机构
关键词
BAYES SEQUENTIAL DECISION RULE; GITTINS INDEX; OPTIMAL STOPPING; SEARCH MODELS;
D O I
10.2307/1427532
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We propose a two-parameter family of conjugate prior distributions for the number of undiscovered objects in a class of Bayesian search models. The family contains the one-parameter Euler and Heine families as special cases. The two parameters may be interpreted respectively as an overall success rate and a rate of depletion of the source of objects. The new family gives enhanced flexibility in modelling.
引用
收藏
页码:714 / 716
页数:3
相关论文
共 50 条
  • [21] Bayesian prior probability distributions for internal dosimetry
    Miller, G
    Inkret, WC
    Little, TT
    Martz, HF
    Schillaci, ME
    RADIATION PROTECTION DOSIMETRY, 2001, 94 (04) : 347 - 352
  • [22] Bayesian Mediation Analysis with Power Prior Distributions
    Miocevic, Milica
    Golchi, Shirin
    MULTIVARIATE BEHAVIORAL RESEARCH, 2022, 57 (06) : 978 - 993
  • [23] A class of prior distributions on context tree models and an efficient algorithm of the Bayes codes assuming it
    Matsushima, Toshiyasu
    Hirasawa, Shigeicb
    2007 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY, VOLS 1-3, 2007, : 305 - +
  • [24] Models, prior information, and Bayesian analysis
    Zellner, A
    JOURNAL OF ECONOMETRICS, 1996, 75 (01) : 51 - 68
  • [25] On the Use of Cauchy Prior Distributions for Bayesian Logistic Regression
    Ghosh, Joyee
    Li, Yingbo
    Mitra, Robin
    BAYESIAN ANALYSIS, 2018, 13 (02): : 359 - 383
  • [26] APPROXIMATE BAYESIAN INFERENCE WITH INCOMPLETELY SPECIFIED PRIOR DISTRIBUTIONS
    GOLDSTEIN, M
    BIOMETRIKA, 1974, 61 (03) : 629 - 631
  • [27] Power prior distributions for regression models
    Ibrahim, JG
    Chen, MH
    STATISTICAL SCIENCE, 2000, 15 (01) : 46 - 60
  • [28] Elicitation of multivariate prior distributions: A nonparametric Bayesian approach
    Moala, Fernando A.
    O'Hagan, Anthony
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2010, 140 (07) : 1635 - 1655
  • [29] Prior and Posterior Dirichlet Distributions on Bayesian Networks (BNs)
    Saputro, Dewi Retno Sari
    Widyaningsih, Purnami
    Handayani, Feri
    Kurdhi, Nughthoh Arfawi
    STATISTICS AND ITS APPLICATIONS, 2017, 1827
  • [30] USE OF APPROXIMATE PRIOR DISTRIBUTIONS IN A BAYESIAN DECISION MODEL
    KIHLSTROM, RE
    ECONOMETRICA, 1971, 39 (06) : 899 - +