Question

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Q1.1 Regression Functions 1 Point Fill in the blanks: Suppose we draw a sample of random variable $Y$ and a set of potentially related features $X$, and we are interested in quantifying the relationship between $Y$ and $X$. A natural way to accomplish this is through a regression function, which gives the_of $Y$ given $X$ Generally, O conditional value, there are infinitely many such functions O conditional expected value, there are infinitely many such functions O conditional value, such a function is unique O conditional expected value, such a function is unique

Please find and explain the answer for this question.

Answer only if your answer is fully sure, otherwise please don’t answer the question leave it for a capable personal.

Answer 1

The correct option is Option D:

Normally, the regression equation gives the conditional expected value of the dependent variable (Y) if the independent variable (X) is given..

Such a regression function is unique for that case as that value is applicable only for that function..