I am using lasso on Stata 16 to make inference from a model with two endogenous variables (college quality and college quality squared - where college quality is measured as continuous index). I have many possible instruments, but most of them are weak (as indicated by Kleinbergen-Paap wald rk F statistic reported from variations of models estimated using ivreg2). From reading the Stata Lasso manual (and learning a bit about lasso), it seems like lasso might be a good option for me to select instruments. However, I would still like to know generally "how strong" the selected instruments are. poivregress and xpoivregress do not return the same weak identification tests as ivreg2. Can anyone help me understand how to assess instrument strength using lasso? Thank you!
Related Posts with Lasso with Instrumental Variables - tests of weak instruments
Firm Fixed Effects in ManovaHello, I have Panel Data and I want to run a multivariate Regression using Manova/Mvreg. Is it poss…
suest and teffects togetherHello All, I am trying to use suest command after effects. use http://www.stata-press.com/data/r13/c…
adjusted R-squared using area versus reghdfeDear Statalist community, I have a model that controls for many fixed effects and clustered standar…
SEM with count, binary and continuous endogenous variablesGood Evening, I am new to SEM in stata. I have the following path diagram, in my empirical dataset,…
Help with Frequency TablesHello, I have a dataset with nations and studies. I'm wanting to create a frequency distribution wh…
Subscribe to:
Post Comments (Atom)
0 Response to Lasso with Instrumental Variables - tests of weak instruments
Post a Comment