منابع مشابه
The Variable Selection Problem
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متن کاملMultiple Testing and the Variable-Selection Problem
We study the multiplicity-correction effect of standard Bayesian variable-selection priors in linear regression. Specifically, we compare empirical-Bayes (EB) and fully Bayesian (FB) approaches for handling the prior inclusion probability p required by these priors. Several new information-theoretic results, along with extensive computer experiments, lead us to conclude that the empirical-Bayes...
متن کاملBivariate variable selection for classification problem
In recent years, large amount of attention has been placed on variable or feature selection in various domains. Varieties of variable selection methods have been proposed in the literature. However, most of them are focused on univariate variable selection – method that selects relevant variables one by one. Currently, there is not much emphasis on variable selection on pairs of variables. It i...
متن کاملMultiple Testing, Empirical Bayes, and the Variable-Selection Problem
This paper studies the multiplicity-correction effect of standard Bayesian variableselection priors in linear regression. The first goal of the paper is to clarify when, and how, multiplicity correction is automatic in Bayesian analysis, and contrast this multiplicity correction with the Bayesian Ockham’s-razor effect. Secondly, we contrast empirical-Bayes and fully Bayesian approaches to varia...
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این رساله به مساله احتجاب الهی و مشکلات برهان مبتنی بر این مساله میپردازد. مساله احتجاب الهی مساله ای به قدمت ادیان است که به طور خاصی در مورد ادیان ابراهیمی اهمیت پیدا میکند. در ادیان ابراهیمی با توجه به تعالی خداوند و در عین حال خالقیت و حضور او و سخن گفتن و ارتباط شهودی او با بعضی از انسانهای ساکن زمین مساله ای پدید میاید با پرسشهایی از قبیل اینکه چرا ارتباط مستقیم ویا حداقل ارتباط وافی به ب...
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ژورنال
عنوان ژورنال: Journal of the American Statistical Association
سال: 2000
ISSN: 0162-1459,1537-274X
DOI: 10.1080/01621459.2000.10474336