Question
True or False: (with explanation) 1) ______ The exclusion restriction imposed on the instrumental variable z implies that z belongs to the causal model of
True or False: (with explanation)
1) ______ The "exclusion restriction" imposed on the instrumental variable z implies that z belongs to the causal model of interest.
2) ______ Consider the model y=+x+u, where x is an endogenous covariate and z is a valid instrument for x. In this case we can write =C[y,z]/C[x,z].
3) _______ In the context of a 2SLS estimation, it is usually risky to use models that are non-linear in the parameters to produce first-stage estimates, since in this case we can no longer guarantee that the first-stage residuals will be uncorrelated with the regressors included in the second-stage.
4) ______ When all identifying assumptions are valid we can trust that the Instrumental variables (IV) estimator will be consistent.
5) ______ Consider the model y=+x+u, where x is an endogenous covariate and z is a candidate instrument for x. If there is correlation between z and u but it is smaller than the correlation between x and u it will be always better to use IV estimation than OLS estimation because IV should be less inconsistent.
6) ______ Weak instruments can cause coefficient standard errors produced by IV estimation to be much larger than those produced by OLS.
Step by Step Solution
There are 3 Steps involved in it
Step: 1
Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started