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Weighting Alternatives to Compensate for Longitudinal Nonresponse in the Survey of Income and Program Participation

Leroy Bailey

KEY WORDS: longitudinal weighting, nonresponse mechanism, logistic regression

ABSTRACT

In the longitudinal estimation for the Survey of Income and Participation (SIPP), a weighting cell adjustment approach is currently employed to account for nonresponse. This paper presents the results of a study of the impact of selected nonresponse weighting schemes on SIPP longitudinal estimates. Emphasis is initially placed on the modeling of the nonresponse mechanism. A general framework for the weighting alternatives is presented, and empirical comparisons and evaluations of the procedures are provided, based on panel data for several of the survey's principal items.

CITATION:

Source: U.S. Census Bureau, Statistical Research Division

Created: 03-MAY-2005
Last revised: 03-MAY-2005


Source: U.S. Census Bureau | Statistical Research Division | (301) 763-3215 (or chad.eric.russell@census.gov) |   Last Revised: October 08, 2010