Measuring Income Equity In The Demand For Healthcare With Finite Mixture Models
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Measuring Income Equity In The Demand For Healthcare With Finite Mixture Models
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Author : Галина Бесстремянная
language : en
Publisher: Litres
Release Date : 2022-01-29
Measuring Income Equity In The Demand For Healthcare With Finite Mixture Models written by Галина Бесстремянная and has been published by Litres this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-29 with Medical categories.
The paper exploits panel data finite mixture (latent class) models to measure consumer equity in healthcare access and utilization. The finite mixture approach accounts for unobservable consumer heterogeneity, while generalized linear models address a retransformation problem of logged dependent variable. Using the data of the Japan Household Panel Survey (2009–2014), we discover that consumers separate into latent classes in the binary choice models for healthcare use and generalized linear models for outpatient/inpatient healthcare expenditure. The results reveal that healthcare access in Japan is pro-poor for the most sick consumers, while utilization of outpatient care is equitable with respect to disposable income.
Econometrics And Applied Economic Analyses In The Context Of Health
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Author : Ebru Çağlayan Akay - Merve Ertok Onurlu
language : en
Publisher: Holistence Publications
Release Date : 2021-12-17
Econometrics And Applied Economic Analyses In The Context Of Health written by Ebru Çağlayan Akay - Merve Ertok Onurlu and has been published by Holistence Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-17 with Business & Economics categories.
Health is one of the most crucial parts of our lives. To a great degree, factors such as living conditions, income, education, age, or even relations with our environment, health-related policies and access to health services might have a potential impact on health-related outcomes. Therefore, it is important to evaluate to what extent our health is affected by such factors using econometric and quantitative techniques. The application of such methods within the scope of health-related problems provides a more robust approach to individuals along with policymakers and increases the efficiency of government policies. This book gathers selected studies addressing both quantitative economic and econometric applications within the scope of health with the intention of aiming at the graduate and post-graduate students, researchers and academics of econometrics, economics and related social sciences. The book consists of ten chapters. The last chapter is a special chapter allocated to “Young Researchers” in order to support and encourage their studies.
Index Medicus
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Author :
language : en
Publisher:
Release Date : 2002
Index Medicus written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Medicine categories.
Vols. for 1963- include as pt. 2 of the Jan. issue: Medical subject headings.
Finite Mixture Models
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Author : Geoffrey McLachlan
language : en
Publisher: John Wiley & Sons
Release Date : 2004-03-22
Finite Mixture Models written by Geoffrey McLachlan and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-03-22 with Mathematics categories.
An up-to-date, comprehensive account of major issues in finitemixture modeling This volume provides an up-to-date account of the theory andapplications of modeling via finite mixture distributions. With anemphasis on the applications of mixture models in both mainstreamanalysis and other areas such as unsupervised pattern recognition,speech recognition, and medical imaging, the book describes theformulations of the finite mixture approach, details itsmethodology, discusses aspects of its implementation, andillustrates its application in many common statisticalcontexts. Major issues discussed in this book include identifiabilityproblems, actual fitting of finite mixtures through use of the EMalgorithm, properties of the maximum likelihood estimators soobtained, assessment of the number of components to be used in themixture, and the applicability of asymptotic theory in providing abasis for the solutions to some of these problems. The author alsoconsiders how the EM algorithm can be scaled to handle the fittingof mixture models to very large databases, as in data miningapplications. This comprehensive, practical guide: * Provides more than 800 references-40% published since 1995 * Includes an appendix listing available mixture software * Links statistical literature with machine learning and patternrecognition literature * Contains more than 100 helpful graphs, charts, and tables Finite Mixture Models is an important resource for both applied andtheoretical statisticians as well as for researchers in the manyareas in which finite mixture models can be used to analyze data.
Modeling Ordered Choices
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Author : William H. Greene
language : en
Publisher: Cambridge University Press
Release Date : 2010-04-08
Modeling Ordered Choices written by William H. Greene and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-04-08 with Business & Economics categories.
It is increasingly common for analysts to seek out the opinions of individuals and organizations using attitudinal scales such as degree of satisfaction or importance attached to an issue. Examples include levels of obesity, seriousness of a health condition, attitudes towards service levels, opinions on products, voting intentions, and the degree of clarity of contracts. Ordered choice models provide a relevant methodology for capturing the sources of influence that explain the choice made amongst a set of ordered alternatives. The methods have evolved to a level of sophistication that can allow for heterogeneity in the threshold parameters, in the explanatory variables (through random parameters), and in the decomposition of the residual variance. This book brings together contributions in ordered choice modeling from a number of disciplines, synthesizing developments over the last fifty years, and suggests useful extensions to account for the wide range of sources of influence on choice.
Global Value Chains In A Changing World
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Author : Deborah Kay Elms
language : en
Publisher:
Release Date : 2013
Global Value Chains In A Changing World written by Deborah Kay Elms and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with Business & Economics categories.
A collection of papers by some of the world's leading specialists on global value chains (GVCs). It examines how GVCs have evolved and the challenges they face in a rapidly changing world. The approach is multi-disciplinary, with contributions from economists, political scientists, supply chain management specialists, practitioners and policy-makers. Co-published with the Fung Global Institute and the Temasek
A Finite Mixture Approach Of The Demand For Medical Care
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Author : Jiequn Guo
language : en
Publisher:
Release Date : 1997
A Finite Mixture Approach Of The Demand For Medical Care written by Jiequn Guo and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Medical care categories.