If the correlation coefficient between X and Y is 0.7, then the correlation coefficient between U and V, where U = X - 5 and V = Y + 2, is: 

This question was previously asked in
SSC CGL Tier-II (JSO) 2022 Official Paper (Held On: 4 March 2023)
View all SSC CGL Papers >
  1. 0.36
  2. 0.5
  3. 0.7
  4. 0.75

Answer (Detailed Solution Below)

Option 3 : 0.7
super-subscription-prototype
Free
PYST 1: SSC CGL - English (Held On : 11 April 2022 Shift 1)
3.1 Lakh Users
25 Questions 50 Marks 12 Mins

Detailed Solution

Download Solution PDF
The correct answer is 0.7
Key Points 

The correlation coefficient, denoted by r, quantifies the linear relationship between two random variables. It is formally defined as the covariance between the two variables divided by the product of their standard deviations. 
\(r = {Cov(X, Y) \over σ_X σ_Y}\); where, Cov(X, Y) denotes the covariance between X and Y, σX denotes the standard deviation of X, and σY denotes the standard deviation of Y.

Let's denote the correlation between X and Y as rXY. Therefore, \(r_{XY} = {Cov(X, Y) \over σ_X σ_Y}\)
Now, considering the transformations U = X - 5 and V = Y + 2, we need to find the correlation coefficient between U and V, denoted by \(r_{UV}\)
Given the properties of covariance and variance under linear transformation, we have:
Cov(U, V) = Cov(X - 5, Y + 2) = Cov(X, Y)

σU = σX (since the variance and hence the standard deviation do not change with shifts)
σV = σY (since the variance and hence the standard deviation do not change with shifts)

Then, substituting these into the formula for rUV, we have: \(r_{UV} = {Cov(U, V)\over σ_U σ_V} = {Cov(X, Y) \over σ_X σ_Y} = r_{XY}\) 

In conclusion, a linear transformation that consists of adding or subtracting a constant from a random variable does not affect the correlation coefficient between two variables. Thus, if the correlation coefficient between X and Y is 0.7, the correlation coefficient between U = X - 5 and V = Y + 2 remains 0.7.

Latest SSC CGL Updates

Last updated on Jun 13, 2025

-> The SSC CGL Notification 2025 has been released on 9th June 2025 on the official website at ssc.gov.in.

-> The SSC CGL exam registration process is now open and will continue till 4th July 2025, so candidates must fill out the SSC CGL Application Form 2025 before the deadline.

-> This year, the Staff Selection Commission (SSC) has announced approximately 14,582 vacancies for various Group B and C posts across government departments.

->  The SSC CGL Tier 1 exam is scheduled to take place from 13th to 30th August 2025.

->  Aspirants should visit ssc.gov.in 2025 regularly for updates and ensure timely submission of the CGL exam form.

-> Candidates can refer to the CGL syllabus for a better understanding of the exam structure and pattern.

-> The CGL Eligibility is a bachelor’s degree in any discipline.

-> Candidates selected through the SSC CGL exam will receive an attractive salary. Learn more about the SSC CGL Salary Structure.

-> Attempt SSC CGL Free English Mock Test and SSC CGL Current Affairs Mock Test.

-> Candidates should also use the SSC CGL previous year papers for a good revision. 

Get Free Access Now
Hot Links: teen patti boss teen patti app teen patti vip teen patti master real cash