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- W2340124601 abstract "Models of household (HU) response to the de- cennial census and other large national surveys, by mail and at various stages of enumerator followup, are impor- tant both in targeting survey resources and in weighting adjustments for nonresponse. Targeting involves mod- elling of response rates at an aggregated level, such as block-group, and may involve predictors at the level ei- ther of the individual HU or of an aggregate. Weighting requires individual-level models of HU response, by mode. Previous work on modelling of response to the 1990 de- cennial census has focused on only one level, individual response in terms of individual HU characteristics or ag- gregated response rates in terms of block-group or tract predictors. The present research goes farther in two ways, with results reported for DE, MD, and GA: (i) Statewise logistic regression models of individual propensity to respond by mail are developed in terms of the individual HU characteristics together with block- group predictors, and both kinds of predictors turn out to be important in the models. (ii) Selection of predictors is aided by inclusion of ran- dom efiects, which dramatically diminish overfltting by reducing the contribution (deviance) of interaction-terms among predictors. This paper describes research and analysis undertaken by Eric Slud, and is released to inform interested parties and encourage discussion. Results and conclusions are the au- thor's and have not been endorsed by the Census Bureau." @default.
- W2340124601 created "2016-06-24" @default.
- W2340124601 creator A5063814743 @default.
- W2340124601 date "2001-01-01" @default.
- W2340124601 modified "2023-09-24" @default.
- W2340124601 title "ORDER SELECTION,RANDOM EFFECTS, AND MULTILEVEL PREDICTORS IN MODELLING DECENNIAL CENSUS RESPONSE" @default.
- W2340124601 hasPublicationYear "2001" @default.
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