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of the associated IV results. We discuss potential adjustments to IV estimates in the presence of this bias …
Persistent link: https://www.econbiz.de/10013018725
behavior, such as no selection bias and/or no selection on gain. To accommodate these diverse applications, we devise a novel …
Persistent link: https://www.econbiz.de/10012951893
Empirical researchers often combine multiple instrumental variables (IVs) for a single treatment using two-stage least squares (2SLS). When treatment effects are heterogeneous, a common justification for including multiple IVs is that the 2SLS estimand can be given a causal interpretation as a...
Persistent link: https://www.econbiz.de/10012889954
Using a dynamic linear equation that has a conditionally homoskedastic moving average disturbance, we compare two parameterizations of a commonly used instrumental variables estimator (Hansen (1982)) to one that is asymptotically optimal in a class of estimators that includes the conventional...
Persistent link: https://www.econbiz.de/10013221991
Two-stage-least-squares (2SLS) estimates are biased towards OLS estimates. This bias grows with the degree of over …
Persistent link: https://www.econbiz.de/10013222665
This paper develops asymptotic distribution theory for instrumental variable regression when the partial correlation between the instruments and a single included endogenous variable is weak, here modeled as local to zero. Asymptotic representations are provided for various instrumental variable...
Persistent link: https://www.econbiz.de/10013225602
the plim of the OLS estimate. However, an unbiased estimate of the attenuation bias of SSIV can be calculated. We us this … estimate of the attenutation bias to derive an estimator that is asymptotically unbiased as the number of instruments tends to …
Persistent link: https://www.econbiz.de/10013225846
biased in the same direction as ordinary least squares (OLS) estimates. The magnitude of the bias of IV estimates approaches … of the effects of educational attainment on earnings are possibly both inconsistent and suffer from finite sample bias …
Persistent link: https://www.econbiz.de/10013227536
This paper reviews recent developments in methods for dealing with weak instruments (IVs) in IV regression models. The focus is more on tests and confidence intervals derived from tests than on estimators. The paper also presents new testing results under "many weak IV asymptotics," which are...
Persistent link: https://www.econbiz.de/10013228759
This article introduces a new class of instrumental variable (IV) estimators of causal treatment effects for linear and nonlinear models with covariates. The rationale for focusing on nonlinear models is to improve the approximation to the causal response function of interest. For example, if...
Persistent link: https://www.econbiz.de/10013239198