04 February 2023 2 10K Report

Dears,

I am running a var (1) model. My optimal lag selection criteria are giving me different optimal lags: AIC is giving me 4 lags as most of the other tests are. SBIC, however, is giving me an optimal lag of 1. I tried all the options, and seems my model is not significant when i increase my lags as shown by AIC and other tests. if I use SBIC, my model is significant and results look reasonable. However, my VAR (1) is serially auto correlated and probably suffering from heteroskedasticity. Could you please any help on how test for heterskedasticity for VAR system? Is it possible to run HAC Var model and make the errors robust both for heteroskedasticity and serial auto correlation? I am using STATA.

Thanks!

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