Statistics

Correlation

Correlation is a standardized measure of the strength and direction of association between two variables.

Meaning

What Is Correlation?

Correlation is a standardized measure of the strength and direction of association between two variables.

Correlation is a standardized measure of the strength and direction of association between two variables.

Examples

Examples of Correlation

1r close to 1 indicates strong positive linear association.
Understand

Formula and Key Points

Formula / rule
−1 ≤ r ≤ 1
  • Know the definition and standard notation for Correlation.
  • Be able to recognise or compute correlation in a small example.
  • Connect the concept to nearby topics in the same subject before using it in larger CSE problems.
CSE Connection

Why This Matters in Computer Science

Used in data analysis, machine-learning evaluation, experiments, monitoring and performance measurement.

FAQ

Correlation: Frequently Asked Questions

What is Correlation?

Correlation is a standardized measure of the strength and direction of association between two variables.

Why is Correlation useful in computer science?

Used in data analysis, machine-learning evaluation, experiments, monitoring and performance measurement.