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Statistical Modeling by GIC,ss can be viewed as a model selection and evaluation problem. This chapter addresses these issues as a model selection and evaluation problem and provides criteria for evaluating various types of statistical models.合同 发表于 2025-3-23 00:05:36
Bootstrap Information Criterion,983), Wong (1983), Konishi and Kitagawa (1996), Ishiguro et al. (1997), Cavanaugh and Shumway (1997), and Shibata (1997)], obtained by applying the bootstrap methods originally proposed by Efron (1979), permits the evaluation of models estimated through complex processes.消灭 发表于 2025-3-23 04:07:43
Bayesian Information Criteria,particular, Section 9.3 gives examples of analytical evaluations of bias correction for linear Gaussian Bayes models. Section 9.4 describes, for general Bayesian models, how to estimate the asymptotic biases and how to perform the second-order bias correction by means of Laplace’s method for integrals.增长 发表于 2025-3-23 05:46:01
0172-7397provide unified tools for modeling and model evaluation for a diverse range of models, including various types of nonlinear models and model estimation procedures such as robust estimation, the maximum penalized likelihood method and a Bayesian approach. .978-1-4419-2456-8978-0-387-71887-3Series ISSN 0172-7397 Series E-ISSN 2197-568X