Health Econometrics Using Stata

Health Econometrics Using Stata
Author: Partha Deb
Publisher:
Total Pages: 264
Release: 2017
Genre: Medical care
ISBN: 9781597182287

Health Econometrics Using Stataby 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. , 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.

Health Econometrics

Health Econometrics
Author: Badi H. Baltagi
Publisher: Emerald Group Publishing
Total Pages: 406
Release: 2018-05-30
Genre: Business & Economics
ISBN: 1787145425

This volume covers a wide range of existing and emerging topics in applied health economics, including behavioural economics, medical care risk, social insurance, discrete choice models, cost-effectiveness analysis, health and immigration, and more.

Econometric Analysis of Health Data

Econometric Analysis of Health Data
Author: Andrew M. Jones
Publisher: John Wiley & Sons
Total Pages: 252
Release: 2002-05-17
Genre: Medical
ISBN: 9780470841457

Given extensive use of individual level data in Health Economics, it has become increasingly important to understand the microeconometric techniques available to applied researchers. The purpose of this book is to give readers convenient access to a collection of recent contributions that contain innovative applications of microeconometric methods to data on health and health care. Contributions are selected from papers presented at the European Workshops on Econometrics and Health Economics and published in Health Economics. Topics covered include: * Latent Variables * Unobservable heterogeneity and selection problems * Count data and survival analysis * Flexible and semiparametric estimators for limited dependent variables * Classical and simulation methods for panel data * Publication marks the tenth anniversary of the Workshop series. Doctoral students and researchers in health economics and microeconomics will find this book invaluable. Researchers in related fields such as labour economics and biostatistics will also find the content of use.

Applied Econometrics for Health Economists

Applied Econometrics for Health Economists
Author: Andrew Jones
Publisher: CRC Press
Total Pages: 129
Release: 2007-01-20
Genre: Medical
ISBN: 178523014X

"Applied Econometrics for Health Economists" introduces readers to the appropriate econometric techniques for use with different forms of survey data, known collectively as microeconometrics. The book provides a complete illustration of the steps involved in doing microeconometric research. The only study to deal with practical analysis of qualitat

Handbook of Health Economics

Handbook of Health Economics
Author: Mark V. Pauly
Publisher: Elsevier
Total Pages: 1149
Release: 2012-01-05
Genre: Business & Economics
ISBN: 0444535926

"As a relatively new subdiscipline of economics, health economics has made many contributions to areas of the main discipline, such as insurance economics. This volume provides a survey of the burgeoning literature on the subject of health economics." {source : site de l'éditeur].

Applied Health Economics

Applied Health Economics
Author: Andrew M. Jones
Publisher: Routledge
Total Pages: 417
Release: 2013-05-07
Genre: Business & Economics
ISBN: 1136239820

The first edition of Applied Health Economics did an expert job of showing how the availability of large scale data sets and the rapid advancement of advanced econometric techniques can help health economists and health professionals make sense of information better than ever before. This second edition has been revised and updated throughout and includes a new chapter on the description and modelling of individual health care costs, thus broadening the book’s readership to those working on risk adjustment and health technology appraisal. The text also fully reflects the very latest advances in the health economics field and the key journal literature. Large-scale survey datasets, in particular complex survey designs such as panel data, provide a rich source of information for health economists. They offer the scope to control for individual heterogeneity and to model the dynamics of individual behaviour. However, the measures of outcome used in health economics are often qualitative or categorical. These create special problems for estimating econometric models. The dramatic growth in computing power over recent years has been accompanied by the development of methods that help to solve these problems. The purpose of this book is to provide a practical guide to the skills required to put these techniques into practice. Practical applications of the methods are illustrated using data on health from the British Health and Lifestyle Survey (HALS), the British Household Panel Survey (BHPS), the European Community Household Panel (ECHP), the US Medical Expenditure Panel Survey (MEPS) and Survey of Health, Ageing and Retirement in Europe (SHARE). There is a strong emphasis on applied work, illustrating the use of relevant computer software with code provided for Stata. Familiarity with the basic syntax and structure of Stata is assumed. The Stata code and extracts from the statistical output are embedded directly in the main text and explained at regular intervals. The book is built around empirical case studies, rather than general theory, and the emphasis is on learning by example. It presents a detailed dissection of methods and results of some recent research papers written by the authors and their colleagues. Relevant methods are presented alongside the Stata code that can be used to implement them and the empirical results are discussed at each stage. This text brings together the theory and application of health economics and econometrics, and will be a valuable reference for applied economists and students of health economics and applied econometrics.

Encyclopedia of Health Economics

Encyclopedia of Health Economics
Author:
Publisher: Newnes
Total Pages: 1663
Release: 2014-02-21
Genre: Medical
ISBN: 0123756790

The Encyclopedia of Health Economics offers students, researchers and policymakers objective and detailed empirical analysis and clear reviews of current theories and polices. It helps practitioners such as health care managers and planners by providing accessible overviews into the broad field of health economics, including the economics of designing health service finance and delivery and the economics of public and population health. This encyclopedia provides an organized overview of this diverse field, providing one trusted source for up-to-date research and analysis of this highly charged and fast-moving subject area. Features research-driven articles that are objective, better-crafted, and more detailed than is currently available in journals and handbooks Combines insights and scholarship across the breadth of health economics, where theory and empirical work increasingly come from non-economists Provides overviews of key policies, theories and programs in easy-to-understand language

Recent Developments in Health Econometrics

Recent Developments in Health Econometrics
Author: Badi H. Baltagi
Publisher: Emerald Group Publishing
Total Pages: 281
Release: 2024-08-27
Genre: Business & Economics
ISBN: 1837532583

Recent Developments in Health Econometrics highlights recent developments in health econometrics, especially in areas of empirical health economics, where Professor Andrew Jones has contributed so significantly.

Applied Econometrics for Health Economists

Applied Econometrics for Health Economists
Author: Andrew M. Jones
Publisher: Radcliffe Publishing
Total Pages: 130
Release: 2007
Genre: Business & Economics
ISBN: 9781846191718

Introduces readers to the econometric techniques for use with different forms of survey data, known collectively as microeconometrics. This book provides an illustration of the steps involved in doing microeconometric research. It emphasises applied work, illustrating the use of relevant computer software applied to large-scale survey datasets.

The Econometrics of Financial Markets

The Econometrics of Financial Markets
Author: John Y. Campbell
Publisher: Princeton University Press
Total Pages: 630
Release: 2012-06-28
Genre: Business & Economics
ISBN: 1400830214

The past twenty years have seen an extraordinary growth in the use of quantitative methods in financial markets. Finance professionals now routinely use sophisticated statistical techniques in portfolio management, proprietary trading, risk management, financial consulting, and securities regulation. This graduate-level textbook is intended for PhD students, advanced MBA students, and industry professionals interested in the econometrics of financial modeling. The book covers the entire spectrum of empirical finance, including: the predictability of asset returns, tests of the Random Walk Hypothesis, the microstructure of securities markets, event analysis, the Capital Asset Pricing Model and the Arbitrage Pricing Theory, the term structure of interest rates, dynamic models of economic equilibrium, and nonlinear financial models such as ARCH, neural networks, statistical fractals, and chaos theory. Each chapter develops statistical techniques within the context of a particular financial application. This exciting new text contains a unique and accessible combination of theory and practice, bringing state-of-the-art statistical techniques to the forefront of financial applications. Each chapter also includes a discussion of recent empirical evidence, for example, the rejection of the Random Walk Hypothesis, as well as problems designed to help readers incorporate what they have read into their own applications.