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Multilevel Logistic Regression Analysis Applied to …

Journal of Data Science 9(2011), 93-110. Multilevel Logistic Regression Analysis Applied to Binary Contraceptive Prevalence Data Md. Hasinur Rahaman Khan and J. Ewart H. Shaw University of Warwick Abstract: In public health, demography and sociology, large-scale surveys often follow a hierarchical data structure as the surveys are based on mul- tistage strati ed cluster sampling. The appropriate approach to analyzing such survey data is therefore based on nested sources of variability which come from di erent levels of the hierarchy. When the variance of the resid- ual errors is correlated between individual observations as a result of these nested structures, traditional Logistic Regression is inappropriate.

Journal of Data Science 9(2011), 93-110 Multilevel Logistic Regression Analysis Applied to Binary Contraceptive Prevalence Data Md. …

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