Consistent estimation of the spectrum of trace class Data Augmentation algorithms
نویسندگان
چکیده
منابع مشابه
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Let fX(x) be an intractable probability density. If f(x, y) is a joint density whose x-marginal is fX(x), then f(x, y) can be used to build a data augmentation (DA) algorithm that simulates a Markov chain whose invariant density is fX(x). The move from the current state of the chain, Xn = x, to the new state, Xn+1, involves two simulation steps: Draw Y ∼ fY |X(·|x), call the result y, and then ...
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ژورنال
عنوان ژورنال: Bernoulli
سال: 2019
ISSN: 1350-7265
DOI: 10.3150/19-bej1112