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Kashaev, Nail [VerfasserIn]

Estimation of parametric binary outcome models with degenerate pure choice-based data with application to Covid-19-positive tests from British Columbia

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  • Medientyp: E-Book
  • Titel: Estimation of parametric binary outcome models with degenerate pure choice-based data with application to Covid-19-positive tests from British Columbia
  • Beteiligte: Kashaev, Nail [VerfasserIn]
  • Erschienen: London, Ontario, Canada: Department of Economics, Social Science Centre, Western University, 2022
  • Erschienen in: University of Western Ontario: Research report ; 2022,5
  • Umfang: 1 Online-Ressource (circa 22 Seiten); Illustrationen
  • Sprache: Englisch
  • Identifikator:
  • Schlagwörter: Pure choice-based data ; presence-only data ; data combination ; missing data ; epidemiology ; novel coronavirus ; Graue Literatur
  • Entstehung:
  • Anmerkungen:
  • Beschreibung: I propose a generalized method of moments type procedure to estimate parametric binary choice models when the researcher only observes degenerate pure choices-based or presence-only data and has some information about the distribution of the covariates. This auxiliary information comes in the form of moments. I present an application based on the data on all COVID-19-positive tests from British Columbia. Publicly available demographic information on the population in British Columbia allows me to estimate the conditional probability of a person being COVID-19-positively tested conditional on demographics.
  • Zugangsstatus: Freier Zugang