Models for durations: a guide to empirical applications in health economics

M. Lindeboom; B. van der Klaauw

doi:10.1016/B978-0-12-375678-7.00714-8

Models for durations: a guide to empirical applications in health economics

M. Lindeboom, B. van der Klaauw

Research output: Chapter in Book/Report/Conference proceeding › Encyclopaedia / Dictionary Entry › Other › peer-review

2 Citations (Scopus)

Abstract

This article provides an introduction to the application of duration models in applied health economics. It starts by presenting nonparametric methods for a descriptive analysis of micro-data. Next, more parametric models are presented that study the importance of both observed and unobserved determinants. Finally, the article discusses some extensions, such as multiple spells, competing risks, and dynamic treatment evaluation. Throughout the article, STATA commands for applying empirical analyses have been provided when possible.

Original language	English
Title of host publication	Encyclopedia of Health Economics
Editors	Anthony J. Culyer
Publisher	Elsevier
Pages	317-324
Number of pages	8
ISBN (Electronic)	9780123756787
ISBN (Print)	9780123756794
DOIs	https://doi.org/10.1016/B978-0-12-375678-7.00714-8
Publication status	Published - 2014
Externally published	Yes

Keywords

Cox
Duration
Exit rate
Hazard rate
Kaplan-Meier
Mixed proportional hazard
Nonparametric
Parametric
Semi-parametric
STATA
State dependence
Survivor function
Time-varying covariate
Unobserved heterogeneity

Access to Document

10.1016/B978-0-12-375678-7.00714-8

Cite this

@inbook{0fcdfcb9dc714c0d8c9ec3b4020a1d8a,

title = "Models for durations: a guide to empirical applications in health economics",

abstract = "This article provides an introduction to the application of duration models in applied health economics. It starts by presenting nonparametric methods for a descriptive analysis of micro-data. Next, more parametric models are presented that study the importance of both observed and unobserved determinants. Finally, the article discusses some extensions, such as multiple spells, competing risks, and dynamic treatment evaluation. Throughout the article, STATA commands for applying empirical analyses have been provided when possible.",

keywords = "Cox, Duration, Exit rate, Hazard rate, Kaplan-Meier, Mixed proportional hazard, Nonparametric, Parametric, Semi-parametric, STATA, State dependence, Survivor function, Time-varying covariate, Unobserved heterogeneity",

author = "M. Lindeboom and {van der Klaauw}, B.",

year = "2014",

doi = "10.1016/B978-0-12-375678-7.00714-8",

language = "English",

isbn = "9780123756794",

pages = "317--324",

editor = "Culyer, {Anthony J.}",

booktitle = "Encyclopedia of Health Economics",

publisher = "Elsevier",

address = "Netherlands",

}

TY - CHAP

T1 - Models for durations

T2 - a guide to empirical applications in health economics

AU - Lindeboom, M.

AU - van der Klaauw, B.

PY - 2014

Y1 - 2014

N2 - This article provides an introduction to the application of duration models in applied health economics. It starts by presenting nonparametric methods for a descriptive analysis of micro-data. Next, more parametric models are presented that study the importance of both observed and unobserved determinants. Finally, the article discusses some extensions, such as multiple spells, competing risks, and dynamic treatment evaluation. Throughout the article, STATA commands for applying empirical analyses have been provided when possible.

AB - This article provides an introduction to the application of duration models in applied health economics. It starts by presenting nonparametric methods for a descriptive analysis of micro-data. Next, more parametric models are presented that study the importance of both observed and unobserved determinants. Finally, the article discusses some extensions, such as multiple spells, competing risks, and dynamic treatment evaluation. Throughout the article, STATA commands for applying empirical analyses have been provided when possible.

KW - Cox

KW - Duration

KW - Exit rate

KW - Hazard rate

KW - Kaplan-Meier

KW - Mixed proportional hazard

KW - Nonparametric

KW - Parametric

KW - Semi-parametric

KW - STATA

KW - State dependence

KW - Survivor function

KW - Time-varying covariate

KW - Unobserved heterogeneity

UR - http://www.scopus.com/inward/record.url?scp=85043262784&partnerID=8YFLogxK

U2 - 10.1016/B978-0-12-375678-7.00714-8

DO - 10.1016/B978-0-12-375678-7.00714-8

M3 - Encyclopaedia / Dictionary Entry

AN - SCOPUS:85043262784

SN - 9780123756794

SP - 317

EP - 324

BT - Encyclopedia of Health Economics

A2 - Culyer, Anthony J.

PB - Elsevier

ER -

Models for durations: a guide to empirical applications in health economics

Abstract

Keywords

Access to Document

Other files and links

Cite this