Endogeneity and identification in transportation systems: Econometric relationships to partial observability

Naveen Kumar Juvva, Venky N. Shankar, Songrit Chayanan

Research output: Contribution to journalConference article

Abstract

This paper addresses key econometric issues related to partial observability and identification due to endogeneity in transportation systems. The purpose of this essay is to bring to the forefront the identification problem in transportation systems stemming from partial observability. Inferences from recent work in pavement condition and traffic safety models are used to build this essay. Given the highly empirical nature of transportation contexts, sources of endogeneity and forms of exogeneity and consequent impacts on identification and parameter estimation are discussed.

Original languageEnglish
Pages (from-to)1197-1202
Number of pages6
JournalIFAC Proceedings Volumes (IFAC-PapersOnline)
Volume36
Issue number16
DOIs
StatePublished - Jan 1 2003
Event13th IFAC Symposium on System Identification, SYSID 2003 - Rotterdam, Netherlands
Duration: Aug 27 2003Aug 29 2003

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Keywords

  • endogeneity
  • identification
  • likelihoods
  • partial observability

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