The key here is understanding what regression analysis is used for. It's a statistical technique for modeling the relationship between variables, so the output would be the dependent and independent variables, not the forecasting process itself. I'll go with B.
I'm pretty confident on this one. The column names don't have to match, just the number of columns. And UNION ALL preserves duplicates, while UNION removes them.
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