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Identify the correct statement(s) about the correlation between two variables.
Statement 1: Correlation does not show that there is a causal relationship between two variables
Statement 2: Correlation shows the degree to which variations in one variable explain the variation of the second variable
  • a)
    Statement 1
  • b)
    Statement 2
  • c)
    Neither Statement 1 nor Statement 2
  • d)
    Both Statement 1 and Statement 2
Correct answer is option 'D'. Can you explain this answer?
Verified Answer
Identify the correct statement(s) about the correlation between two va...
Correlation shows the degree to which variations in one variable explain the variation of the second variable. It does not show that there is a causal relationship between two variables.
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Most Upvoted Answer
Identify the correct statement(s) about the correlation between two va...
Explanation:

Statement 1: Correlation does not show that there is a causal relationship between two variables
- Correlation simply measures the degree to which two variables move in relation to each other. It does not imply that changes in one variable cause changes in the other variable.
- For example, there might be a high correlation between ice cream sales and sunglasses sales, but it does not mean that buying ice cream causes people to buy sunglasses.

Statement 2: Correlation shows the degree to which variations in one variable explain the variation of the second variable
- Correlation quantifies the strength and direction of a relationship between two variables.
- It indicates how well one variable predicts the other variable. A high correlation suggests that changes in one variable are associated with changes in the other variable.
Therefore, both Statement 1 and Statement 2 are correct. Correlation does not imply causation, and it measures the extent to which variations in one variable can explain the variations in another variable.
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Identify the correct statement(s) about the correlation between two variables.Statement 1: Correlation does not show that there is a causal relationship between two variablesStatement 2: Correlation shows the degree to which variations in one variable explain the variation of the second variablea)Statement 1b)Statement 2c)Neither Statement 1 nor Statement 2d)Both Statement 1 and Statement 2Correct answer is option 'D'. Can you explain this answer?
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Identify the correct statement(s) about the correlation between two variables.Statement 1: Correlation does not show that there is a causal relationship between two variablesStatement 2: Correlation shows the degree to which variations in one variable explain the variation of the second variablea)Statement 1b)Statement 2c)Neither Statement 1 nor Statement 2d)Both Statement 1 and Statement 2Correct answer is option 'D'. Can you explain this answer? 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 Identify the correct statement(s) about the correlation between two variables.Statement 1: Correlation does not show that there is a causal relationship between two variablesStatement 2: Correlation shows the degree to which variations in one variable explain the variation of the second variablea)Statement 1b)Statement 2c)Neither Statement 1 nor Statement 2d)Both Statement 1 and Statement 2Correct answer is option 'D'. Can you explain this answer? covers all topics & solutions for CA Foundation 2024 Exam. Find important definitions, questions, meanings, examples, exercises and tests below for Identify the correct statement(s) about the correlation between two variables.Statement 1: Correlation does not show that there is a causal relationship between two variablesStatement 2: Correlation shows the degree to which variations in one variable explain the variation of the second variablea)Statement 1b)Statement 2c)Neither Statement 1 nor Statement 2d)Both Statement 1 and Statement 2Correct answer is option 'D'. Can you explain this answer?.
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