Date created: 2022-08-12 04:18 PM | Last Updated: 2022-10-04 06:10 PM
Category: Project
Description: Survey researchers have proposed approaches to estimation from nonprobability samples and have examined properties of estimators using case studies and Monte Carlo simulations. We have developed simulations of probability and nonprobability samples from Culture and Community in a Time of Crisis (CCTC), so that researchers can assess their methods using a common data source. CCTC, one of the largest surveys of cultural attendees ever conducted with over 100K U.S. respondents, was used as the universe of records for the Monte Carlo simulation. CCTC contains a wealth of behavioral and attitudinal observations that makes it ideal for simulation purposes.
Our intention is to provide a set of probability and nonprobability sample pairs that research teams can use to compare the methods developed for utilizing nonprobability samples, especially in situations where a companion probability sample is available.
Probability sample covers the universe - Nonprobability sample covers a subset is a simulation design that mimics the setting of a common type o…
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