Kniha A Comparison Between Logistic and Multilevel Logistic Regression Muhammad Iftakhar Alam

A Comparison Between Logistic and Multilevel Logistic Regression

On the Analysis of Contraceptive Prevalence in Bangladesh

Jazyk: Angličtina
Väzba: Brožovaná
Dostupnosť: U vydavateľa na objednávku
Odosielame za 17-27 dní
48.46
In public health and demography, large-scale surveys often follow a hierarchical structure of data a...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2009
Stránok
64
EAN
9783639209075
Enbook ID
06828851
Rozmery
149 x 222 x 10

Kompletný popis

In public health and demography, large-scale surveys often follow a hierarchical structure of data as the surveys are based on multistage stratified cluster sampling. The appropriate approach to analyze such survey data is therefore based on nested sources of variability which come from different levels of hierarchy. Using the 2004 Bangladesh Demographic and Health Survey contraceptive binary multistage stratified clustered data, this study is designed to assist in all aspects of working with multilevel logistic regression model. It is found that failing to take into account the multilevel effects in the modeling, the standard logistic model has considerably either overestimated or underestimated compared to the multilevel logistic model. In addition, the multilevel model reflects the existence of significant variations in the mean effects of the predictors in both cluster and division level. The study has finally suggested integrating a strong awareness program that targets the 10- 49 aged currently married women in Bangladesh in those divisions and clusters where the particular determinant of contraceptive use has been found to be less effective.

Mohlo by vás zaujímať

Inventors

Nila Aye
8.43
35.31

Colorado Kid

Stephen King
15.10
15.98
39.63
169.15
193.78

Brain Aging

David R. Riddle
203.69

Dangerous by Degrees

Susan J. Leonardi
38.16

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež

15.79

Jenseits von Gut und Böse

Friedrich Wilhelm Nietzsche
13.63
23.34
17.46