Multiple Regression Calculator
Evaluate a multiple regression model using SSR, SSE, number of predictors, and sample size. Calculate R², adjusted R², F-statistic, and model fit metrics.
Inputs
Results
R-Squared (R²)
0.75
Adjusted R-Squared
0.73
F-Statistic
46
How to Use This Calculator
- Enter Regression Sum of Squares (SSR), Error Sum of Squares (SSE), and Number of Predictors (k).
- Set Sample Size (n).
- Review R-Squared (R²), Adjusted R-Squared, and F-Statistic.
- Use P-Value (approx) and Root Mean Square Error to inform your decision.
- Use the chart to visualize the results and explore different scenarios by adjusting inputs.
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