If x and y are deviation from mean x̅ and y̅ respectively and if r = 0.5, ∑xy = 120, σy = 8 and ∑x 2= 90, what is the value of 'n' ?
10
The question asks us to find the number of observations, denoted by 'n', given the correlation coefficient (r), the sum of products of deviations from mean ($\sum xy$), the standard deviation of y ($\sigma_y$), and the sum of squared deviations of x ($\sum x^2$).
We are given:
The formula for the correlation coefficient (r) using deviations from the mean and standard deviations is:
$$r = \frac{\sum xy}{n \sigma_x \sigma_y}$$
We know that the standard deviation $\sigma_x$ is related to the sum of squared deviations $\sum x^2$ by the formula:
$$\sigma_x = \sqrt{\frac{\sum x^2}{n}}$$
Substituting the expression for $\sigma_x$ into the formula for r:
$$r = \frac{\sum xy}{n \sqrt{\frac{\sum x^2}{n}} \sigma_y}$$
$$r = \frac{\sum xy}{\sqrt{n^2 \cdot \frac{\sum x^2}{n}} \sigma_y}$$
$$r = \frac{\sum xy}{\sqrt{n \sum x^2} \sigma_y}$$
Now, let's substitute the given values into this formula:
$$0.5 = \frac{120}{\sqrt{n \times 90} \times 8}$$
Simplify the denominator:
$$0.5 = \frac{120}{8 \sqrt{90n}}$$
$$0.5 = \frac{15}{\sqrt{90n}}$$
Now, we need to solve for n. Multiply both sides by $\sqrt{90n}$:
$$0.5 \times \sqrt{90n} = 15$$
Divide both sides by 0.5:
$$\sqrt{90n} = \frac{15}{0.5}$$
$$\sqrt{90n} = 30$$
To eliminate the square root, square both sides of the equation:
$$(\sqrt{90n})^2 = 30^2$$
$$90n = 900$$
Finally, solve for n by dividing both sides by 90:
$$n = \frac{900}{90}$$
$$n = 10$$
Thus, the value of 'n' is 10.
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