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Repeated Events Survival Models: The Conditional Frailty Model

Resource Type
Dataset : survey data
  • Box-Steffensmeier, Janet M. (Ohio State University)
  • DeBoef, Suzanna (Pennsylvania State University)
Other Title
  • Version 1 (Subtitle)
Publication Date
Funding Reference
  • National Science Foundation
Free Keywords
policy making; public policy; treatment
  • Abstract

    Repeated events processes are ubiquitous across a great range of important health, medical, and public policy applications, but models for these processes have serious limitations. Alternative estimators often produce different inferences concerning treatment effects due to bias and inefficiency. We recommend a robust strategy for the estimation of effects in medical treatments, social conditions, individual behaviors, and public policy programs in repeated events survival models under three common conditions: heterogeneity across individuals, dependence across the number of events, and both heterogeneity and event dependence. We develop a new model for repeated events processes that accurately accounts for the various conditions of heterogeneity and event dependence by using a frailty term, stratification, and gap time formulation of the risk set. We examine the performance of these models and others that are commonly used in applied work using Monte Carlo simulations, and apply the findings to data on chronic granulomatous disease and cystic.
  • Table of Contents


    • DS1: Dataset
Collection Mode
  • (1) There are ten data files and a readme file. These will be released as a zipped package. (2) These data are part of ICPSR's Publication-Related Archive and are distributed exactly as they arrived from the data depositor. ICPSR has not checked or processed this material. Users should consult the investigators if further information is desired.

Funding insitution(s): National Science Foundation (SES-0083418).
This study is freely available to the general public via web download.
Alternative Identifiers
  • 1339 (Type: ICPSR Study Number)
  • Box-Steffensmeier, Janet M., De Boef, Suzanna. Repeated events survival models: The conditional frailty model. Statistics in Medicine.25, (20), 2006.
    • ID: 10.1002/sim.2434 (DOI)

Update Metadata: 2015-08-05 | Issue Number: 6 | Registration Date: 2015-06-15

Box-Steffensmeier, Janet M.; DeBoef, Suzanna (2007): Repeated Events Survival Models: The Conditional Frailty Model. Version 1. Version: v1. ICPSR - Interuniversity Consortium for Political and Social Research. Dataset.