Using Excel for Statistics

March 18, 2025
Godwin Osondu Atagbuzia
UD76399HHi85586

Regression Line Analysis Using Excel

This assignment demonstrates the application of regression analysis using Excel to examine the relationship between independent and dependent variables. Through the creation of a scattered plot and statistical calculations, the analysis reveals a significant negative correlation, indicating that increasing distance decreases the dependent variable by 51%.

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Assignment Transcript

In this assignment, I utilized Excel to conduct a regression analysis that effectively analyzes data relationships. By generating independent and dependent variables based on random data, I created a scatter plot to visualize trends. The statistical output indicates a strong correlation (R² = 0.9918) between the variables. The regression results show that as the distance from a specified point increases by 3 feet, the dependent variable decreases by 51%. Key metrics, such as standard error and significance, further emphasize the robustness of the analysis. This work illustrates the power of Excel in statistical analysis, making data interpretation accessible and effective for meaningful conclusions.

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