Search Results - "model selection"
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Rank-based model selection for multiple ions quantum tomography
Published 2012“…In this paper we propose model selection as a general principle for finding the simplest, or most parsimonious explanation of the data, by fitting different models and choosing the estimator with the best trade-off between likelihood fit and model complexity. …”
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Volatility forecasting model selection with exponentially weighted information criteria.
Published 2009“…We demonstrate the use of model selection based on the new IC using stock indices data obtained from four major stock markets.…”
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Model selection and model averaging on mortality of upper gastrointestinal bleed patients
Published 2018“…Model Selection (MS) is known to produce uncertainty into model-building process. …”
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Modelling Antarctic lake ice responses to meteorological variables
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Dynamic Robust Bootstrap Algorithm for Linear Model Selection Using Least Trimmed Squares
Published 2009“…The results on the model selection again signify that our proposed robust bootstrap model selection method is more robust than the classical bootstrap model selection.…”
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SURE-Autometrics algorithm for model selection in multiple equations
Published 2016“…Thus, this study aims to develop an algorithm for model selection in multiple equations focusing on seemingly unrelated regression equations (SURE) model. …”
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Assessing the simulation performances of multiple model selection algorithm
Published 2015“…The Autometrics is an algorithm for single equation model selection.It is a hybrid method which combines expanding and contracting search techniques.In this study, the algorithm is extended for multiple equations modelling known as SURE-Autometrics.The aim of this paper is to assess the performance of the extended algorithm using various simulation experiment conditions. …”
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