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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/10005688347
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/10005688408
error and instruments. We then propose a bootstrap procedure for correcting their size. The proposed bootstrap procedure …
Persistent link: https://www.econbiz.de/10011108377
In simple static linear simultaneous equation models the empirical distributions of IV and OLS are examined under alternative sampling schemes and compared with their first-order asymptotic approximations. We demonstrate that the limiting distribution of consistent IV is not affected by...
Persistent link: https://www.econbiz.de/10011256767
A standard test for weak instruments compares the first-stage F-statistic to a table of critical values obtained by Stock and Yogo (2005) using simulations. We derive a closed-form solution for the expectation from which these critical values are derived, as well as present some second-order...
Persistent link: https://www.econbiz.de/10011995234
A standard test for weak instruments compares the first-stage F-statistic to a table of critical values obtained by Stock and Yogo (2005) using simulations. We derive a closed-form solution for the expectation from which these critical values are derived, as well as present some second-order...
Persistent link: https://www.econbiz.de/10011945785
different bootstrap tests. In the context of static linear regression modelstwo of these are shown to have serious size and …
Persistent link: https://www.econbiz.de/10010324912
bootstrap algorithm to implement the proposed test and show its asymptotic validity. The proposed test procedure can apply to …
Persistent link: https://www.econbiz.de/10010368206
normality. Bootstrap inference can be expected to be more reliable, and appropriate bootstrap procedures are proposed. As an … enough for asymptotic and bootstrap inference to be almost identical, but that, in the twenty-first century, the bootstrap …
Persistent link: https://www.econbiz.de/10011995215
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/10011940650