Health Econometrics Using Stata - Partha Deb, Edward C. Norton, Willard G. Manning

Health Econometrics Using Stata

Buch | Softcover
264 Seiten
2017
Stata Press (Verlag)
978-1-59718-228-7 (ISBN)
79,10 inkl. MwSt
This book provides an excellent overview of the methods used to analyze data on healthcare expenditure and use. It introduces readers to widely used methods, shows them how to perform these methods in Stata, and illustrates how to interpret the results.
Health Econometrics Using Stata by Partha Deb, Edward C. Norton, and Willard G. Manning provides an excellent overview of the methods used to analyze data on healthcare expenditure and use. Aimed at researchers, graduate students, and practitioners, this book introduces readers to widely used methods, shows them how to perform these methods in Stata, and illustrates how to interpret the results. Each method is discussed in the context of an example using an extract from the Medical Expenditure Panel Survey.

After the overview chapters, the book provides excellent introductions to a series of topics aimed specifically at those analyzing healthcare expenditure and use data. The basic topics of linear regression, the generalized linear model, and log and Box-Cox models are covered with a tight focus on the problems presented by these data. Using this foundation, the authors cover the more advanced topics of models for continuous outcome with mass points, count models, and models for heterogeneous effects. Finally, they discuss endogeneity and how to address inference questions using data from complex surveys.

The authors use their formidable experience to guide readers toward useful methods and away from less recommended ones. Their discussion of "health econometric myths" and the chapter presenting a framework for approaching health econometric estimation problems are especially useful for this aspect.

Partha Deb, Edward C. Norton, Willard G. Manning

Introduction


Framework


MEPS data


The linear regression model: Specification and checks


Generalized linear models


Log and Box–Cox models


Models for continuous outcomes with mass at zero


Count models


Models for heterogeneous effects


Endogeneity


Design effects

Erscheinungsdatum
Verlagsort College Station
Sprache englisch
Gewicht 560 g
Themenwelt Mathematik / Informatik Mathematik
Medizin / Pharmazie Gesundheitswesen
Wirtschaft Volkswirtschaftslehre Ökonometrie
ISBN-10 1-59718-228-1 / 1597182281
ISBN-13 978-1-59718-228-7 / 9781597182287
Zustand Neuware
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