نتایج جستجو برای: instrumental variable

تعداد نتایج: 284663  

2017
Neil M Davies Kyla H Thomas Amy E Taylor Gemma MJ Taylor Richard M Martin Marcus R Munafò Frank Windmeijer

There is increasing interest in the use of instrumental variable analysis to overcome unmeasured confounding in observational pharmacoepidemiological studies. This is partly because instrumental variable analyses are potentially less biased than conventional regression analyses. However, instrumental variable analyses are less precise, and regulators and clinicians find it difficult to interpre...

Journal: :Journal of Political Economy 2022

Macroeconomists increasingly use external sources of exogenous variation for causal inference. However, unless such instruments (proxies) capture the underlying shock without measurement error, existing methods are silent on importance that macroeconomic fluctuations. We show that, in a general moving-average model with instruments, variance decompositions instrumented interval-identified, info...

Journal: :The Stata Journal: Promoting communications on statistics and Stata 2019

Journal: :The Review of Economic Studies 2022

Abstract We present a new class of methods for identification and inference in dynamic models with serially correlated unobservables, which typically imply that state variables are econometrically endogenous. In the context Industrial Organization, these often reflect endogenous market structure. propose use Generalized Instrument Variables to identify those policy functions consistent instrume...

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