CA Foundation Exam  >  CA Foundation Questions  >  For two variables x and y, it is known that c... Start Learning for Free
For two variables x and y, it is known that cov(x,y)=20,variance of x is 16 and sum of squares of deviation of y from its mean is 250. The number of observations for this bivariate data is?
Most Upvoted Answer
For two variables x and y, it is known that cov(x,y)=20,variance of x ...
**Bivariate Data and Covariance:**

Bivariate data refers to a set of data consisting of two variables, denoted as x and y, with corresponding observations. Covariance measures the relationship between these two variables and provides information about how they vary together.

**Given Information:**

In this problem, we are given the following information:
- cov(x, y) = 20
- variance of x = 16
- sum of squares of deviation of y from its mean = 250

**Calculating the Number of Observations:**

To determine the number of observations for this bivariate data, we need to use the given information and make use of relevant formulas. Let's break down the solution into steps:

**Step 1: Finding the Mean of y**

The sum of squares of deviation of y from its mean is given as 250. This information allows us to calculate the variance of y. The formula for variance is:

Variance of y = sum of squares of deviation of y from its mean / number of observations

Let's assume the number of observations as 'n' for now.

Variance of y = 250 / n

**Step 2: Finding the Covariance of x and y**

The covariance between x and y is given as 20. The formula for covariance is:

cov(x, y) = sum of [(xi - mean of x) * (yi - mean of y)] / number of observations

Since we know the covariance, we can rearrange the formula as follows:

20 = sum of [(xi - mean of x) * (yi - mean of y)] / n

**Step 3: Finding the Mean of x**

The variance of x is given as 16. Using the formula for variance, we have:

Variance of x = sum of squares of deviation of x from its mean / number of observations

16 = sum of squares of deviation of x from its mean / n

**Step 4: Rearranging the Equations**

To solve for the number of observations, we need to rearrange the equations derived from steps 1, 2, and 3.

From Step 1:
250 / n = Variance of y

From Step 2:
20 = sum of [(xi - mean of x) * (yi - mean of y)] / n

From Step 3:
16 = sum of squares of deviation of x from its mean / n

**Step 5: Solving the Equations**

To solve for n, we can substitute the expressions for variance of y and variance of x into the equation derived from Step 2:

20 = sum of [(xi - mean of x) * (yi - mean of y)] / (250 / n)

Simplifying further, we have:

20 = sum of [(xi - mean of x) * (yi - mean of y)] * (n / 250)

**Conclusion:**

To determine the number of observations for this bivariate data, we need to solve the equation derived from Step 5. This equation can be solved by rearranging and isolating the variable 'n'.

Please note that the solution provided here is a general approach to solving the problem. It assumes that the data follows a specific distribution or pattern. In real-world scenarios, additional information or assumptions might be required to arrive at an accurate solution.
Explore Courses for CA Foundation exam
For two variables x and y, it is known that cov(x,y)=20,variance of x is 16 and sum of squares of deviation of y from its mean is 250. The number of observations for this bivariate data is?
Question Description
For two variables x and y, it is known that cov(x,y)=20,variance of x is 16 and sum of squares of deviation of y from its mean is 250. The number of observations for this bivariate data is? 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 For two variables x and y, it is known that cov(x,y)=20,variance of x is 16 and sum of squares of deviation of y from its mean is 250. The number of observations for this bivariate data is? covers all topics & solutions for CA Foundation 2024 Exam. Find important definitions, questions, meanings, examples, exercises and tests below for For two variables x and y, it is known that cov(x,y)=20,variance of x is 16 and sum of squares of deviation of y from its mean is 250. The number of observations for this bivariate data is?.
Solutions for For two variables x and y, it is known that cov(x,y)=20,variance of x is 16 and sum of squares of deviation of y from its mean is 250. The number of observations for this bivariate data is? in English & in Hindi are available as part of our courses for CA Foundation. Download more important topics, notes, lectures and mock test series for CA Foundation Exam by signing up for free.
Here you can find the meaning of For two variables x and y, it is known that cov(x,y)=20,variance of x is 16 and sum of squares of deviation of y from its mean is 250. The number of observations for this bivariate data is? defined & explained in the simplest way possible. Besides giving the explanation of For two variables x and y, it is known that cov(x,y)=20,variance of x is 16 and sum of squares of deviation of y from its mean is 250. The number of observations for this bivariate data is?, a detailed solution for For two variables x and y, it is known that cov(x,y)=20,variance of x is 16 and sum of squares of deviation of y from its mean is 250. The number of observations for this bivariate data is? has been provided alongside types of For two variables x and y, it is known that cov(x,y)=20,variance of x is 16 and sum of squares of deviation of y from its mean is 250. The number of observations for this bivariate data is? theory, EduRev gives you an ample number of questions to practice For two variables x and y, it is known that cov(x,y)=20,variance of x is 16 and sum of squares of deviation of y from its mean is 250. The number of observations for this bivariate data is? tests, examples and also practice CA Foundation tests.
Explore Courses for CA Foundation exam

Top Courses for CA Foundation

Explore Courses
Signup for Free!
Signup to see your scores go up within 7 days! Learn & Practice with 1000+ FREE Notes, Videos & Tests.
10M+ students study on EduRev