Estimating Gross Flows Using Panel Data with Nonresponse: An Example from the Canadian Labour Force Survey
作者:
ElizabethA. Stasny,
期刊:
Journal of the American Statistical Association
(Taylor Available online 1986)
卷期:
Volume 81,
issue 393
页码: 42-47
ISSN:0162-1459
年代: 1986
DOI:10.1080/01621459.1986.10478236
出版商: Taylor & Francis Group
关键词: Longitudinal data;Maximum likelihood estimation;Nonrandom nonresponse;Panel survey
数据来源: Taylor
摘要:
This article considers the problem of using categorical data from a panel survey in which there is nonrandom nonresponse to estimate gross flows. The methods are illustrated for the case of estimating gross flows in labor force participation using data from the Canadian Labour Force Survey. Three models are proposed that allow nonresponse to be related to employment classification, time, or both employment classification and time. Maximum likelihood estimation is used to fit the models to a single panel of Labour Force Survey data.
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