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XY Scatter Plot and Linear Regression in GraphPad Prism

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GraphPad Prism 10 File Edit View Insert Format Analyze Graph Help ▶ Linear regression Menü: Analyze → Linear regression

📸 GraphPad Prism XY scatter with linear regression

Why Use GraphPad for Regression Plots?

GraphPad Prism produces publication-ready regression plots with confidence bands, annotated R² and p-values, and customizable formatting that matches journal requirements. While SPSS provides the statistical output, GraphPad gives you the presentation-quality graph.

Step-by-Step in GraphPad

Step 1: New table: select XY format. Enter independent variable in X column, dependent variable in Y column.
Step 2: View the scatter plot. Click Analyze → Linear regression.
Step 3: Options: check Confidence bands (95%), Plot residuals, Report CI of slope → OK.
Step 4: GraphPad adds the regression line, 95% CI band, equation, R², and p-value to the graph automatically.
SPSS Academy Output Viewer Linear Regression Results (GraphPad) Statistic Value Slope (b) 2.841 Intercept (a) 14.22 .634 p (slope ≠ 0) < .0001* 95% CI of slope [2.14, 3.54] * p < .05 anlamlı sonuç gösterir

📸 GraphPad regression output — R²=.634

APA Reporting

Simple linear regression indicated that X significantly predicted Y, b=2.84 (95% CI [2.14, 3.54]), t(98)=12.41, p<.001. The model explained 63.4% of variance in Y, R²=.634, F(1, 98)=154.1, p<.001.

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