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The equations of two regression lines are x y=6 and x 2y=10 ,then the value of correlation between x and y is a . -1/2 b. 1/2 c. -1/√2 d. 1/√2?
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The equations of two regression lines are x y=6 and x 2y=10 ,then the ...
Solution:

Given, the equations of two regression lines are:

xy=6 and x+2y=10

Let us find the correlation coefficient between x and y.

Step 1: Find the mean of x and y

Let xi and yi be the values of x and y respectively.

n = 2 (since we have two pairs of values)

x1 = 1, y1 = 6

x2 = 2, y2 = 3

Mean of x = (x1 + x2)/n = (1+2)/2 = 1.5

Mean of y = (y1 + y2)/n = (6+3)/2 = 4.5

Step 2: Find the standard deviation of x and y

Using the formula,

σx = √[Σ(xi - x̄)²/n]

σy = √[Σ(yi - ȳ)²/n]

We get,

σx = √[(1-1.5)² + (2-1.5)²]/2 = 0.5

σy = √[(6-4.5)² + (3-4.5)²]/2 = 1.5/√2

Step 3: Find the correlation coefficient

Using the formula,

r = Σ[(xi - x̄)/σx][(yi - ȳ)/σy]/n

We get,

r = [(1-1.5)/0.5][(6-4.5)/(1.5/√2)] + [(2-1.5)/0.5][(3-4.5)/(1.5/√2)]/2

r = [-1/√2 + 3/√2]/2

r = 1/√2

Hence, the value of correlation between x and y is option (d) 1/√2.

Explanation:

Regression lines are lines that represent the relationship between two variables x and y. Correlation measures the strength and direction of the linear relationship between two variables. The correlation coefficient ranges from -1 to 1. If the correlation coefficient is positive, it indicates a positive linear relationship between the variables, and if it is negative, it indicates a negative linear relationship between the variables. A correlation coefficient of 0 indicates no linear relationship between the variables.

To find the correlation coefficient between x and y, we first find the mean of x and y, and then we find the standard deviation of x and y. Using these values, we can calculate the correlation coefficient using the formula r = Σ[(xi - x̄)/σx][(yi - ȳ)/σy]/n.
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The equations of two regression lines are x y=6 and x 2y=10 ,then the value of correlation between x and y is a . -1/2 b. 1/2 c. -1/√2 d. 1/√2?
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The equations of two regression lines are x y=6 and x 2y=10 ,then the value of correlation between x and y is a . -1/2 b. 1/2 c. -1/√2 d. 1/√2? for CA Foundation 2024 is part of CA Foundation preparation. The Question and answers have been prepared according to the CA Foundation exam syllabus. Information about The equations of two regression lines are x y=6 and x 2y=10 ,then the value of correlation between x and y is a . -1/2 b. 1/2 c. -1/√2 d. 1/√2? covers all topics & solutions for CA Foundation 2024 Exam. Find important definitions, questions, meanings, examples, exercises and tests below for The equations of two regression lines are x y=6 and x 2y=10 ,then the value of correlation between x and y is a . -1/2 b. 1/2 c. -1/√2 d. 1/√2?.
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