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IASS Webinar 20: Adjusting for Selection Bias in the Voluntary Sample of the 2021 Lithuanian Census
Description
The sample of the Statistical survey on population by ethnicity, native language and religion 2021 consists of the voluntary sample and the probability sample drawn from the rest of the census population. A natural post-stratified calibrated estimator underestimates minor religions and other small proportions of interest. Alternatively, to correct the selection bias of estimates based on the non-probability sample, we fit a model for propensity scores using the demographic and socioeconomic data and information from the previous complete census. Then we combine the inverse probability weighted and doubly robust estimators with post-stratified calibrated estimators. The total sample size of the survey is not sufficient to derive accurate direct estimates of the proportions in small domains like municipalities. We apply robust design-based composite estimators which exploit domain-level information on the study variables from the previous census.
Speakers:
- Andrius Čiginas
- Ieva Burakauskaitė
Time
Aug 31, 2022 02:00 PM in
Amsterdam
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Hi there, You are invited to a Zoom webinar. When: Aug 31, 2022 02:00 PM Amsterdam Topic: IASS Webinar 20: Adjusting for Selection Bias in the Voluntary Sample of the 2021 Lithuanian Census Register in advance for this webinar: https://us06web.zoom.us/webinar/register/WN_6H_AorDaTdKeDmYEwS0rbQ After registering, you will receive a confirmation email containing information about joining the webinar.
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