Artikel

Maximum likelihood and economic modeling

Most of the data available to economists is observational rather than the outcome of natural or quasi experiments. This complicates analysis because it is common for observationally distinct individuals to exhibit similar responses to a given environment and for observationally identical individuals to respond differently to similar incentives. In such situations, using maximum likelihood methods to fit an economic model can provide a general approach to describing the observed data, whatever its nature. The predictions obtained from a fitted model provide crucial information about the distributional outcomes of economic policies.

Sprache
Englisch

Erschienen in
Journal: IZA World of Labor ; ISSN: 2054-9571 ; Year: 2017 ; Bonn: Institute for the Study of Labor (IZA)

Klassifikation
Wirtschaft
Thema
log-likelihood
economic model
parameter estimates

Ereignis
Geistige Schöpfung
(wer)
Lanot, Gauthier
Ereignis
Veröffentlichung
(wer)
Institute for the Study of Labor (IZA)
(wo)
Bonn
(wann)
2017

DOI
doi:10.15185/izawol.326
Handle
Letzte Aktualisierung
10.03.2025, 11:41 MEZ

Datenpartner

Dieses Objekt wird bereitgestellt von:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.

Objekttyp

  • Artikel

Beteiligte

  • Lanot, Gauthier
  • Institute for the Study of Labor (IZA)

Entstanden

  • 2017

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