منابع مشابه
Examples of Adaptive MCMC by Gareth
We investigate the use of adaptive MCMC algorithms to automatically tune the Markov chain parameters during a run. Examples include the Adaptive Metropolis (AM) multivariate algorithm of Haario et al. (2001), Metropolis-within-Gibbs algorithms for non-conjugate hierarchical models, regionally adjusted Metropolis algorithms, and logarithmic scalings. Computer simulations indicate that the algori...
متن کاملVariance Bounding Markov Chains by Gareth
We introduce a new property of Markov chains, called variance bounding. We prove that, for reversible chains at least, variance bounding is weaker than, but closely related to, geometric ergodicity. Furthermore, variance bounding is equivalent to the existence of usual central limit theorems for all L functionals. Also, variance bounding (unlike geometric ergodicity) is preserved under the Pesk...
متن کاملMATERIAL FOR : FUNCTIONAL ADDITIVE REGRESSION By Yingying Fan and Gareth
1. Proofs of Theorems 1 and 2. Let η = (η T 1 , · · · , η T p) T be a (pq n)-vector and Θ = (Θ 1 , · · · , Θ p) be an n × (pq n) matrix. With matrix notation, the linear FAR criterion minimizes the following objective function
متن کاملGuide to Chapter One of Gareth Evans ’ The
In this chapter Evans’ does several things. First, he introduces Frege’s semantic theory, according to which the meaningfulness of expressions in language is explained by assigning to these expressions two kinds of entities. First, a referent, the entity that the expression refers to. And second, a sense, which is glossed as a special proprietary way that someone must think of the referent if t...
متن کاملParry, Gareth P. (2016) Discrete structures in continuum
I discuss various mathematical constructions that combine together to provide a natural setting for discrete and continuum geometric models of defective crystals. In particular I provide a quite general list of ‘plastic strain variables’, which quantifies inelastic behaviour, and exhibit rigorous connections between discrete and continuous mathematical structures associated with crystalline mat...
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ژورنال
عنوان ژورنال: Journal of the Society for Musicology in Ireland
سال: 2011
ISSN: 1649-7341
DOI: 10.35561/jsmi06106