Fitting Effective Diffusion Models to Data Associated with a “Glassy" Potential: Estimation, Classical Inference Procedures, and Some Heuristics
نویسندگان
چکیده
منابع مشابه
Fitting Effective Diffusion Models to Data Associated with a "Glassy" Potential: Estimation, Classical Inference Procedures, and Some Heuristics
A variety of researchers [15, 22, 27, 29, 31, 33] have successfully obtained the parameters of low-dimensional diffusion models using the data that comes out of atomistic simulations. This naturally raises a variety of questions about efficient estimation, goodness-of-fit tests, and confidence interval estimation. The first part of this article uses maximum likelihood estimation (MLE) to obtain...
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ژورنال
عنوان ژورنال: Multiscale Modeling & Simulation
سال: 2007
ISSN: 1540-3459,1540-3467
DOI: 10.1137/050643647