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2018高维统计模型的贝叶斯计算研讨会（Workshop on Bayesian Computation for High-Dimensional Statistical Models）
2018 高维统计模型的贝叶斯计算 研讨会
2017/12/20
In recent years there has been an explosion of complex data-sets in areas as diverse as Bioinformatics, Ecology, Epidemiology, Finance, subsurface Geophysics, Meteorology, and Population genetics. In ...
Worm Algorithms for Classical Statistical Models
High temperature expansion, monte carlo simulation, dynamic critical
2014/12/22
We show that high-temperature expansions provide a basis for the novel approach to efficient Monte Carlo simulations. “Worm” algorithms utilize the idea of updating closed-path configurations (produce...
Estimation of high return period flood quantiles using additional non-systematic information with upper bounded statistical models
return period flood quantiles additional non-systematic information
2010/12/22
This paper proposes the estimation of high return period quantiles using upper bounded distribution functions with Systematic and additional Non-Systematic information. The aim of the developed method...
Longitudinal data analysis has become popular as one of statistical methods. In this paper we introduce four common statistical models for handling longitudinal data. First, we introduce what longitud...
Elementary Statistical Models for Vector Collision-Sequence Interference Effects with Poisson-Distributed Collision Times
Elementary Statistical Models Collision Times Vector Collision-Sequence
2009/9/4
In a recent paper (Lewis, 2008) a class of models suitable for application to collision-sequence interference was introduced. In these models velocities are assumed to be completely randomized in each...
Computer Simulations of Statistical Models and Dynamic Complex Systems
Computer Simulations Statistical Models Dynamic Complex Systems
2010/10/26
These notes concern the material covered by the authors during 4 classes on the Escola Brasileira de Mecˆanica Estat´ıstica, University of S˜ao Paulo at S˜ao Carlos, February...