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来源类型Working Paper
规范类型报告
DOI10.3386/w3343
来源IDWorking Paper 3343
Health, Children, and Elderly Living Arrangements: A Multiperiod-Multinomial Probit Model with Unobserved Heterogeneity and Autocorrelated Errors
Axel Borsch-Supan; Vassilis Hajivassiliou; Laurence J. Kotlikoff; John N. Morris
发表日期1990-04-01
出版年1990
语种英语
摘要This paper develops a general multiperiod-multinomial probit model for panel data to estimate the living arrangements of the elderly. The model has the following features:
(a) In each period choices do not necessarily obey the assumption of independence of irrelevant alternatives.
(b) Unobserved person-specific attributes are treated as random effects. These random effects may also be correlated across alternatives.
(c) In addition, unobserved choice-specific utility components may persist over some time, creating an autoregressive and/or heteroscedastic error structure.
The model is estimated by simulating the choice probabilities in the likelihood function. We examine several variants of the specification of the correlation structure and investigate the extent the biases created by ignoring intertemporal correlations.
主题Public Economics ; Econometrics
URLhttps://www.nber.org/papers/w3343
来源智库National Bureau of Economic Research (United States)
引用统计
资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/560630
推荐引用方式
GB/T 7714
Axel Borsch-Supan,Vassilis Hajivassiliou,Laurence J. Kotlikoff,et al. Health, Children, and Elderly Living Arrangements: A Multiperiod-Multinomial Probit Model with Unobserved Heterogeneity and Autocorrelated Errors. 1990.
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