Marginal Models in Analysis of Correlated Binary Data with Time Dependent Covariates - Pdf Free Download

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In the analysis of correlated data, it is often desirable to evaluate the effect of the time-dependent covariates. However, the changing nature of time-dependent covariates may have delayed effects or feedback. If the relation goes unchecked, one can have a differential effect on the response, and the conventional models may not be appropriate.
The focus of this book is the modeling of correlated response data with time dependent covariates. We have been accustomed to models for correlated data with time-independent covariates, but modeling correlated data with time-dependent covariates brings some added challenges. These include delayed effects, feedback between responses and covariates, and relation among the responses. This book is then the first book designed to address these challenges with a compilation of research and publications we developed in the past years to address the analysis of correlated data with time-dependent covariates.

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