کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
389304 661127 2016 30 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Representation theorems for partially exchangeable random variables
ترجمه فارسی عنوان
تئوری های نمایندگی برای متغیرهای تصادفی قابل تبادل جزئی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی

We provide representation theorems for both finite and countable sequences of finite-valued random variables that are considered to be partially exchangeable. In their most general form, our results are presented in terms of sets of desirable gambles, a very general framework for modelling uncertainty. Its key advantages are that it allows for imprecision, is more expressive than almost every other imprecise-probabilistic framework and makes conditioning on events with (lower) probability zero non-problematic. We translate our results to more conventional, although less general frameworks as well: lower previsions, linear previsions and probability measures. The usual, precise-probabilistic representation theorems for partially exchangeable random variables are obtained as special cases.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Fuzzy Sets and Systems - Volume 284, 1 February 2016, Pages 1–30
نویسندگان
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