FIC model selection and model averaging for linear model with censored response
نویسندگان
چکیده
منابع مشابه
Bayesian Model Averaging , Learning and Model Selection ∗
Agents have two forecasting models, one consistent with the unique rational expectations equilibrium, another that assumes a time-varying parameter structure. When agents use Bayesian updating to choose between models in a self-referential system, we find that learning dynamics lead to selection of one of the two models. However, there are parameter regions for which the non-rational forecastin...
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Abstract This paper explores forecasting using model selection and model averaging and attempts to draw conclusion both in the context of stationarity and non-stationarity. Model averaging tends to be viewed as a polar opposite of model selection; often the motivation for averaging is to avoid the pitfalls of selecting models. However, selection cannot be avoided since every possible model cann...
متن کاملBayesian Model Selection and Model Averaging.
This paper reviews the Bayesian approach to model selection and model averaging. In this review, I emphasize objective Bayesian methods based on noninformative priors. I will also discuss implementation details, approximations, and relationships to other methods. Copyright 2000 Academic Press.
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ژورنال
عنوان ژورنال: SCIENTIA SINICA Mathematica
سال: 2013
ISSN: 1674-7216
DOI: 10.1360/012012-456