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Given n=12 data points, including (63, 112), (66, 111), (72, 107), and (52, ?), find the linear regression equation y = a + bx.

Mathematics

ScanSolve AI Answer

To find the values of bb and aa for a linear regression equation y=a+bxy = a + bx, we use the following formulas:

b=n(∑xy)−(∑x)(∑y)n(∑x2)−(∑x)2b = \frac{n(\sum xy) - (\sum x)(\sum y)}{n(\sum x^2) - (\sum x)^2} a=∑y−b(∑x)na = \frac{\sum y - b(\sum x)}{n}

First, we need to calculate the sums of xx, yy, xyxy, and x2x^2 from the given data. There are n=12n=12 data points.

The data points (x,y)(x, y) are:
(63, 112), (66, 111), (72, 107), (52

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