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来源类型Article
规范类型其他
DOI10.1016/0270-0255(86)90087-4
Applications of the grade of membership technique to event history analysis: Extensions to multivariate unobserved heterogeneity.
Manton KG; Stallard E; Woodbury MA; Yashin A
发表日期1986
出处Mathematical Modelling 7 (9-12): 1375-1391
出版年1986
语种英语
摘要Analyses of the event histories of social and service utilization processes are often difficult because of a lack of adequate theory to specify the distributional form of any latent heterogeneity [J. Heckman and B. Singer, The identifiability of the proportional hazards model. Rev. Econ. Studies 51, 231-241 (1984); ibid., A method for minimizing the impact of distributional assumptions in econometric models for duration data. Econometrics 52, 271-320 (1984).] or the form of the basic hazard rate [J. Trussel and C. Hammerslough, A hazards-model analysis of the covariates of infant and child mortality in Sri Lanka. Demography 20, 1-26 (1983).]. In this study we present an analytic strategy that deals with both questions nonparametrically using a conditional likelihood approach. The model is illustrated using 24 months of follow-up data on Supplemental Security Income beneficiaries in Type D (Nursing Home) living arrangements. The parameter estimates can be used in standard life table computations to determine the amount of time expected to be spent in different residential and payment statuses for different analytically identified classes of beneficiaries.
URLhttp://pure.iiasa.ac.at/id/eprint/13664/
来源智库International Institute for Applied Systems Analysis (Austria)
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资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/126959
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GB/T 7714
Manton KG,Stallard E,Woodbury MA,et al. Applications of the grade of membership technique to event history analysis: Extensions to multivariate unobserved heterogeneity.. 1986.
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