Can you provide additional information, such as the number, and just as importantly the type, of the other variables in the data? If you are trying to predict a continuous variable from data which is predominantly categorical, and also subject to missingness, you may not have enough complete cases to predict the continuous variable.
Stevev Denham
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ANOVA, or Analysis Of Variance, is used to compare the averages or means of two or more populations to better understand how they differ. Watch this tutorial for more.