Showing 1 - 10 of 77
the others are based on inverting t statistics or the bootstrap P values associated with them. We propose a new method for … constructing bootstrap confidence sets based on t statistics. In large samples, the procedures that generally work best are CLR … confidence sets using asymptotic critical values and bootstrap confidence sets based on LIML estimates. …
Persistent link: https://www.econbiz.de/10009320849
Economists are often interested in the coefficient of a single endogenous explanatory variable in a linear simultaneous equations model. One way to obtain a confidence set for this coefficient is to invert the Anderson-Rubin test. The AR confidence sets that result have correct coverage under...
Persistent link: https://www.econbiz.de/10010290355
-defined. Several bootstrap procedures are proposed. They alleviate the problem and allow reliable inference when the instruments are …
Persistent link: https://www.econbiz.de/10011755304
We perform an extensive series of Monte Carlo experiments to compare the performance of two variants of the "Jackknife Instrumental Variables Estimator," or JIVE, with that of the more familiar 2SLS and LIML estimators. We find no evidence to suggest that JIVE should ever be used. It is always...
Persistent link: https://www.econbiz.de/10005787665
We study several tests for the coefficient of the single right-hand-side endogenous variable in a linear equation estimated by instrumental variables. We show that all the test statistics--Student's t, Anderson-Rubin, Kleibergen's K, and likelihood ratio (LR)--can be written as functions of six...
Persistent link: https://www.econbiz.de/10005787714
impossible to perform reliable inference near the point at which the limit is ill-defined. Several bootstrap procedures are …
Persistent link: https://www.econbiz.de/10010368288
We study several tests for the coefficient of the single right-hand-side endogenous variable in a linear equation estimated by instrumental variables. We show that all the test statistics--Student's t, Anderson-Rubin, Kleibergen's K, and likelihood ratio (LR)--can be written as functions of six...
Persistent link: https://www.econbiz.de/10011940646
We perform an extensive series of Monte Carlo experiments to compare the performance of two variants of the "Jackknife Instrumental Variables Estimator," or JIVE, with that of the more familiar 2SLS and LIML estimators. We find no evidence to suggest that JIVE should ever be used. It is always...
Persistent link: https://www.econbiz.de/10011940653
We propose a wild bootstrap procedure for linear regression models estimated by instrumental variables. Like other … bootstrap procedures that we have proposed elsewhere, it uses efficient estimates of the reduced-form equation(s). Unlike them … methods, such as the pairs bootstrap. We also show how to obtain reliable confidence intervals by inverting bootstrap tests …
Persistent link: https://www.econbiz.de/10011940749
for bootstrapping the three non-exact test statistics and also a new conditional bootstrap version of the LR test. These … these new procedures is used, both the K and conditional bootstrap LR tests have excellent performance under the null …
Persistent link: https://www.econbiz.de/10011940771