The Likelihood ratio test is highly significant at the one percent level.
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The sentences
This, however, is not statistically significant in the OLS estimations, and only marginally statistically significant in the full NB model.
A negative effect of the unemployment rate is weakly significant in the OLS and statistically significant at the 5% in the NB model.