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From | Anne Tausch <anne.tausch@googlemail.com> |
To | statalist@hsphsun2.harvard.edu |
Subject | st: Validity of ivreg2-tests for underidentification and weak instruments if errors are not i.i.d. etc. |
Date | Fri, 10 Feb 2012 18:48:35 +0100 |
Dear Mark Schaffer, hello everybody, I really appreciate your willingness to answer my questions regarding the tests for underidentification/weak instruments that are implemented in ivreg2. My questions are about the validity of certain tests in particular circumstances and are stated below. Unfortunately, I wasn't able to find the answers in the articles of you, Christopher Baum and Steven Stillman (or elsewhere). Many thanks and best wishes Anne My questions are: 1. Is the chi-square test of Angrist and Pischke valid in the presence of heteroskedasticity and autocorrelation? And what about Shea's partial r-square? Is that valid in the case of non i.i.d errors? 2. In the case of multiple endogenous regressors, the Angrist and Pischke F statistic can be used to asses whether a particular endogenous regressor is weakly identified by comparing the empirical value to the critical values of Stock and Yogo. Is this test still valid in the presence of heteroskedasticity and autocorrelation? 3. If one has just one endogenous regressor and just one excluded instrument variable: Can one still use the rule of thumb that F should be greater than 10? Oder does that rule only make sense when one has more than one excluded instrument? * * For searches and help try: * http://www.stata.com/help.cgi?search * http://www.stata.com/support/statalist/faq * http://www.ats.ucla.edu/stat/stata/