Showing 1 - 10 of 11
We propose a novel statistic for testing the structural parameters in Instrumental Variables Regression. The statistic is straightforward to compute and has a limiting distribution that is pivotal with a degrees of freedom parameter that is equal to the number of tested parameters. It therefore...
Persistent link: https://www.econbiz.de/10010324487
We propose a generalized method of moments (GMM) Lagrange multiplier statistic, i.e. the K statistic, that uses a Jacobian estimator based on the continuous updating estimator that is asymptotically uncorrelated with the sample average of the moments. Its asymptotic (...)
Persistent link: https://www.econbiz.de/10010325007
In practice structural equations are often estimated by least-squares, thus neglecting any simultaneity. This paper reveals why this may often be justifiable and when. Assuming data stationarity and existence of the first four moments of the disturbances we find the limiting distribution of the...
Persistent link: https://www.econbiz.de/10010325635
The system GMM estimator for dynamic panel data models combines moment conditions for the model in first differences with moment conditions for the model in levels. It has been shown to improve on the GMM estimator in the first differenced model in terms of bias and root mean squared error....
Persistent link: https://www.econbiz.de/10010325667
We consider the bias of the 2SLS estimator in the linear instrumental variables regression with one endogenous regressor only. By using asymptotic expansion techniques we approximate 2SLS coefficient estimation bias under various scenarios regarding the number and strength of instruments.
Persistent link: https://www.econbiz.de/10010326261
approximation, not only when instruments are weak. Against this background the consequences for the identification of parameters of …
Persistent link: https://www.econbiz.de/10010326338
A large number of exact inferential procedures in statistics and econometrics involve the sampling distribution of ratios of random variables. If the denominator variable is positive, then tail probabilities of the ratio can be expressed as those of a suitably defined difference of random...
Persistent link: https://www.econbiz.de/10010328339
We show that a sufficient condition for the identification ofall parameters of the censored regression model with …
Persistent link: https://www.econbiz.de/10010324641
identification lies at the root of these differences. To deal with this lack of identification, we propose an identification strategy … subjective choices due to a lack of identification. We apply our methodology to the pollution-income relationship of both CO2 …
Persistent link: https://www.econbiz.de/10010325143
Traditional ways of analyzing the effects of monetary policy shocks via structural vector autoregressions require the use of unrealistic identifying assumptions: they either do not allow for a response of output and prices on impact of the shock, or they exclude contemporaneous values of these...
Persistent link: https://www.econbiz.de/10010325927