Comparative Study on Model Selection Criteria in Gee

Name: Comparative Study on Model Selection Criteria in Gee
Brand: VDM Verlag
SKU: 9783639207187
Price: 58.01 EUR
Availability: InStock

Autor: Anower Hossain

Jazyk:

Väzba: Brožovaná

Vydavateľ: VDM Verlag

Dostupnosť: U vydavateľa na objednávku

Odosielame za 17-27 dní

58.01 €

Model (or variable) selection is an essential part of any statistical analysis. Since a GEE model do...

Informácie o knihe

Autor

Anower Hossain

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2009

Stránok

156

EAN

9783639207187

ISBN

3639207181

Enbook ID

06828683

Vydavateľ

VDM Verlag

Hmotnosť

236

Rozmery

152 x 229 x 9

Kompletný popis

Model (or variable) selection is an essential part of any statistical analysis. Since a GEE model does not specify a likelihood structure, traditional model selection criteria are not well defined in the GEE approach. In last decade, modified Akaike s Information Criterion (mAIC), modified Bayesian Information Criterion (mBIC), and extended Mallow s Cp are suggested for GEE.Our main goal is to compare the above mentioned model selection criteria of GEE to find the suitable one. For this we conduct an extensive Monte Carlo simulation study to examine the relative performance of these criteria to select the best underlying model. 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.

Mohlo by vás zaujímať

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež

Najčastejšie vyhľadávané

Categories

Authors

Publishers

Produkty

Produkty

Najčastejšie vyhľadávané

Categories

Authors

Publishers

Produkty

Produkty

Comparative Study on Model Selection Criteria in Gee

Informácie o knihe

Kompletný popis

Mohlo by vás zaujímať

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež