Efficient Methodology for Generating Synthetic Populations with Multiple Control Levels

This paper details a new methodology for controlling attributes on multiple analysis levels in a population synthesis program. The methodology determines how household- and person-level characteristics can jointly be used as controls when populations are synthesized as well as how other multiple-level synthetic populations, such as firm and employee or household and vehicle, can be estimated. The use of multilevel controls is implemented through a new technique involving the estimation of household selection probabilities on the basis of the probability of observing each household, given the required person-level characteristics in each analysis zone. The new procedure is a quick and efficient method for generating synthetic populations that can accurately replicate desired person-level characteristics.

Language

  • English

Media Info

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Filing Info

  • Accession Number: 01155627
  • Record Type: Publication
  • ISBN: 9780309160513
  • Report/Paper Numbers: 10-0248
  • Files: TRIS, TRB, ATRI
  • Created Date: Jan 25 2010 10:10AM