Home » MCQs » Data Analytics MCQs

For each value of the ___, the distribution of the dependent variable must be normal

19. For each value of the ___, the distribution of the dependent variable must be normal.

1. Independent variable
2. Depended variable
3. Intermediate variable
4. None of the mentioned above

Answer: A) Independent variable

Explanation:

The dependent variable's distribution must be normal for each value of the independent variable. For all values of the independent variable, the variance of the dependent variable's distribution should be constant. The dependent variable should have a linear relationship with each independent variable, and all observations should be independent.