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 COMPARATIVE STUDY ON MODEL SELECTION CRITERIA IN GEE. MONTE CARLO SIMULATION AND APPLICATION TO MATERNAL MORBIDITY DATA
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COMPARATIVE STUDY ON MODEL SELECTION CRITERIA IN GEE. MONTE CARLO SIMULATION AND APPLICATION TO MATERNAL MORBIDITY DATA

автор Md. M. I.K. издательство Книга по Требованию Математический анализ. Кратные и криволинейные интегралы. Задачи, решения
Cтраниц 156        мягкая обложка       
Аннотация:For this we conduct an extensive Monte Carlo simulation study to examine the relative performance of these criteria to select the best underlying model. Our main goal is to compare the above mentioned model selection criteria of GEE to find the suitable one. In last decade, modified Akaike’s Information Criterion (mAIC), modified Bayesian Information Criterion (mBIC), and extended Mallow’s Cp are suggested for GEE. Finally, considering the simulation study results, we apply GCp criterion to maternal morbidity data to select best underlying model and find that model for major pregnancy complications with covariates-education of the respondent, gainful employment, whether wanted the index pregnancy and food supplement appears to be the best choice among all possible models. Since a GEE model does not specify a likelihood structure, traditional model selection criteria are not well defined in the GEE approach. Model (or variable) selection is an essential part of any statistical analysis.
Автор: Md. M. I.K.
Издательство: Книга по Требованию
Год:2009
Цена:
2402 руб
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Поиск: COMPARATIVE STUDY ON MODEL SELECTION CRITERIA IN GEE. MONTE CARLO SIMULATION AND APPLICATION TO MATERNAL MORBIDITY DATA
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
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