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There are many bootstrap methods that can be used for econometric analysis. In certain circumstances, such as … regression models with independent and identically distributed error terms, appropriately chosen bootstrap methods generally work … very well. However, there are many other cases, such as regression models with dependent errors, in which bootstrap methods …
Persistent link: https://www.econbiz.de/10005688288
This paper surveys bootstrap and Monte Carlo methods for testing hypotheses in econometrics. Several different ways of … computing bootstrap P values are discussed, including the double bootstrap and the fast double bootstrap. It is emphasized that … there are many different procedures for generating bootstrap samples for regression models and other types of model. As an …
Persistent link: https://www.econbiz.de/10011940741
This paper surveys bootstrap and Monte Carlo methods for testing hypotheses in econometrics. Several different ways of … computing bootstrap P values are discussed, including the double bootstrap and the fast double bootstrap. It is emphasized that … there are many different procedures for generating bootstrap samples for regression models and other types of model. As an …
Persistent link: https://www.econbiz.de/10005688319
Conventional procedures for Monte Carlo and bootstrap tests require that B, the number of simulations, satisfy a … bootstrap tests, is likely to be most useful when simulation is expensive. …
Persistent link: https://www.econbiz.de/10011940649
Resampling methods such as the bootstrap are routinely used to estimate the finite-sample null distributions of a range … estimate of the CDF of the bootstrap statistics. This approach has a number of appealing features: i) it can perform well when …
Persistent link: https://www.econbiz.de/10011940672
Conventional procedures for Monte Carlo and bootstrap tests require that B, the number of simulations, satisfy a … bootstrap tests, is likely to be most useful when simulation is expensive. …
Persistent link: https://www.econbiz.de/10005688306
Resampling methods such as the bootstrap are routinely used to estimate the finite-sample null distributions of a range … estimate of the CDF of the bootstrap statistics. This approach has a number of appealing features: i) it can perform well when …
Persistent link: https://www.econbiz.de/10005688509
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
estimator to improve its finite-sample properties, and the other has been to use bootstrap methods. The relation between these …
Persistent link: https://www.econbiz.de/10010290363
prove the asymptotic validity of a wild bootstrap implementation. The proposed tests work for a null hypothesis of either no … determine the appropriate level of clustering. Simulations suggest that the bootstrap tests perform very well under the null …
Persistent link: https://www.econbiz.de/10012431071