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Home/Mathematics/Statistics/Linear Regression Calculator
Math CalculatorStatistics

Linear Regression Calculator

Perform simple linear regression on paired data. This calculator finds the best-fit line (y = mx + b) through a set of data points, modeling the relationship between two variables.

Updated 2025-01-154 min readCalzyra Math Team

Calculator

Enter your values below

CalculatorFree Tool

Enter x-values separated by commas

Enter y-values separated by commas

Formula & Methodology

How this calculator works

y = mx + b where m = Σ(xᵢ - x̄)(yᵢ - ȳ) / Σ(xᵢ - x̄)²

The slope m is the covariance of x and y divided by the variance of x. The intercept b equals ȳ - m·x̄. The line minimizes the sum of squared residuals.

Frequently Asked Questions

Common questions about this calculator

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