1 point
In regression the output is
A) Discrete.
B) Continuous and always lies in a finite range.
C) Continuous.
D) May be discrete or continuous.
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Option D is the correct answer
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In regression the output is C) Continuous.
- There are four key bits of information in the output:The R2 number ("R-squared") shows the amount of variance in the dependent variable that our independent
- variable can explain (technically, it is the proportion of variation accounted for by the regression model above and beyond the mean).
- Even though the model is a regression model, the y-variable in an Analysis of Variance (ANOVA) model is categorical.
- No variable can be measured with infinite precision in practise.
- Continuous variables are not the only ones that may be correlated or regressed using linear correlation and regression.
- Linear regression analysis is based on the assumption that the dependent variable is continuous and that the dependent variable's (Y) distribution is nearly normal for each value of the independent variable (X).
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