ScholarGate
Asistent

Uporedite metode

Pregledajte izabrane metode jednu pored druge; redovi koji se razlikuju su istaknuti.

Nelinearni Hausmanov test specifikacije×Metod instrumentalnih promenljivih (IV) za kauzalno zaključivanje×
OblastEkonometrijaEkonomija zdravstva
PorodicaRegression modelProcess / pipeline
Godina nastanka1978 (nonlinear extension developed through 1980s–1990s)1990s (modern applications)
TvoracJerry A. HausmanAngrist & Pischke (applied econometrics); rooted in econometric theory
TipSpecification / endogeneity testMethod
Temeljni izvorHausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46(6), 1251–1271. DOI ↗Angrist, J. D., & Pischke, J. S. (2009). Mostly Harmless Econometrics: An Empiricist's Companion. Princeton: Princeton University Press. link ↗
Drugi naziviHausman specification test (nonlinear), nonlinear endogeneity test, Wu-Hausman test (nonlinear), NL-Hausman testIV, two-stage least squares, TSLS, causal estimation
Srodne33
SažetakThe Nonlinear Hausman test extends Hausman's (1978) endogeneity specification test to nonlinear models such as probit, logit, Tobit, and count-data regressions. It tests whether suspected regressors are endogenous — i.e., correlated with the error term — in a model where the outcome or the relationship is inherently nonlinear, ensuring that IV-corrected estimates are necessary.Instrumental variables (IV) is an econometric method to estimate causal effects when treatment or exposure is not randomly assigned and confounding is severe or unmeasured. IV relies on a third variable (instrument) that influences treatment but does not directly affect the outcome, allowing researchers to isolate the causal effect from the noise of confounding. Developed extensively in econometrics (Angrist & Pischke, 1990s–2000s), IV methods are increasingly used in health economics and health services research to leverage natural experiments and policy changes.
ScholarGateSkup podataka
  1. v1
  2. 2 Izvori
  3. PUBLISHED
  1. v1
  2. 3 Izvori
  3. PUBLISHED

Idi na pretragu Preuzmi slajdove

ScholarGateUporedite metode: Nonlinear Hausman test · Instrumental Variables in Health Research. Preuzeto 2026-06-18 sa https://scholargate.app/sr/compare