Question
In criminal justice and criminology research (as in most other social sciences), regression models usually produce fairly modest R 2 values. Even explaining a relatively
In criminal justice and criminology research (as in most other social sciences), regression models usually produce fairly modestR2values. Even explaining a relatively small fraction of the variance in a dependent variable is frequently considered good, even though anR2 value considered robust within social sciences (such as .40, for instance) leaves the majority of the variance unaccounted for (in this case, 60% of the variance is unaccounted for). Why do you think this is? That is, why do regression models commonly explain less than half of the variance? (Hint: Think about the dependent variables that criminology and criminal justice researchers examine, and our ability to explain their variation.)
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