نتایج جستجو برای: markov chain monte carlo

تعداد نتایج: 396995  

ژورنال: اندیشه آماری 2021

Spatial count data is usually found in most sciences such as environmental science, meteorology, geology and medicine. Spatial generalized linear models based on poisson (poisson-lognormal spatial model) and binomial (binomial-logitnormal spatial model) distributions are often used to analyze discrete count data in which spatial correlation is observed. The likelihood function of these models i...

2005
Charles J. Geyer

Markov chain Monte Carlo (e. g., the Metropolis algorithm and Gibbs sampler) is a general tool for simulation of complex stochastic processes useful in many types of statistical inference. The basics of Markov chain Monte Carlo are reviewed, including choice of algorithms and variance estimation, and some new methods are introduced. The use of Markov chain Monte Carlo for maximum likelihood est...

Journal: :Journal of Applied Mathematics and Decision Sciences 2007

Journal: :SIAM/ASA Journal on Uncertainty Quantification 2018

Journal: :Brazilian Journal of Probability and Statistics 2019

Journal: :Journal of Computational and Graphical Statistics 2015

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