Practice Partial Differential Equations - 16 | 16. Covariance and Correlation | Mathematics - iii (Differential Calculus) - Vol 3
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Partial Differential Equations

16 - Partial Differential Equations

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Learning

Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What does a covariance of 0 indicate about the relationship between two variables?

💡 Hint: Think about relationships in terms of direction.

Question 2 Easy

Define correlation in your own words.

💡 Hint: Recall that it ranges from -1 to 1.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What is the range of values for the correlation coefficient?

-1 to 1
0 to 1
-∞ to ∞

💡 Hint: Recall the properties of correlation.

Question 2

True or False: A covariance of 5 indicates a strong positive relationship between two variables.

True
False

💡 Hint: Think about what covariance actually tells us.

1 more question available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

You have two datasets of daily temperatures and ice cream sales. The temperature dataset is X = {70, 75, 80, 85} and the sales dataset is Y = {200, 220, 240, 260}. Calculate the covariance and correlation. Discuss what this indicates about the relationship.

💡 Hint: Follow the steps of calculating means and then apply covariance and correlation formulas.

Challenge 2 Hard

Create a scenario where two variables might show high covariance but low correlation. Explain the conditions.

💡 Hint: Think about how outliers can affect linear relationships.

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