INFERENCES ABOUT A MEAN VECTOR UNDER A MIXTURE OF DIRICHLET PROCESS MODEL

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GHALAMFARSA MOSTOUFI A.; BEHBOUDIAN JAVAD

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

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Journal: JOURNAL OF THE IRANIAN STATISTICAL SOCIETY (JIRSS) Year:2008 | Volume:7 | Issue:1-2 Page(s): 23-33

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Information Journal Paper

Title

INFERENCES ABOUT A MEAN VECTOR UNDER A MIXTURE OF DIRICHLET PROCESS MODEL

Author(s)

GHALAMFARSA MOSTOUFI A. | BEHBOUDIAN JAVAD | Issue Writer Certificate

Keywords

0-1 LOSS FUNCTIONQ4

BAYESIAN INFERENCEQ4

DIRICHLET PROCESSQ4

GIBBS SAMPLERQ4

MEAN VECTORQ4

Abstract

We study the problem of testing the hypothesis that the MEAN VECTOR of a random vector belongs to a given set. For this purpose, we consider a semiparametric mixture of DIRICHLET PROCESS model in which the MEAN VECTOR has a prior distribution concentrated on the set of interest. A computational method is given to obtain a sample from the posterior distribution of the MEAN VECTOR. On the basis of this sample, we can obtain the Bayes estimate and the posterior probability that the hypothesis is true. We give a numerical example to demonstrate the application of this method.

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APA: Copy

GHALAMFARSA MOSTOUFI, A., & BEHBOUDIAN, JAVAD. (2008). INFERENCES ABOUT A MEAN VECTOR UNDER A MIXTURE OF DIRICHLET PROCESS MODEL. JOURNAL OF THE IRANIAN STATISTICAL SOCIETY (JIRSS), 7(1-2), 23-33. SID. https://sid.ir/paper/117882/en

Vancouver: Copy

GHALAMFARSA MOSTOUFI A., BEHBOUDIAN JAVAD. INFERENCES ABOUT A MEAN VECTOR UNDER A MIXTURE OF DIRICHLET PROCESS MODEL. JOURNAL OF THE IRANIAN STATISTICAL SOCIETY (JIRSS)[Internet]. 2008;7(1-2):23-33. Available from: https://sid.ir/paper/117882/en

IEEE: Copy

A. GHALAMFARSA MOSTOUFI, and JAVAD BEHBOUDIAN, “INFERENCES ABOUT A MEAN VECTOR UNDER A MIXTURE OF DIRICHLET PROCESS MODEL,” JOURNAL OF THE IRANIAN STATISTICAL SOCIETY (JIRSS), vol. 7, no. 1-2, pp. 23–33, 2008, [Online]. Available: https://sid.ir/paper/117882/en

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