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Monthly Archives: January, 2024

How to Analyze Correlation between Ratio and Ordinal Scale Variables (Different Measurement Scales)

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In correlation analysis, we often use Pearson correlation to test the relationship between variables measured on a ratio/interval scale. Variables measured on a ratio/interval...

Tutorial on How to Calculate Residual Values in Excel

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Regression analysis is already widely used by researchers to explore the influence of independent variables on dependent variables. If we use regression analysis, we...

Understanding the Difference Between R-squared and Adjusted R-squared in OLS Linear Regression Output

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R-squared (R²) and Adjusted R-squared (R² adjusted) are key metrics frequently used to assess the effectiveness of a linear regression model. The R-squared value...

Can nominal scale data be analyzed using regression analysis?

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Regression analysis is commonly used to examine the influence of independent variables on dependent variables observed in a study. However, regression analysis is more...

Data That Cannot Be Transformed Using Natural Logarithm (Ln)

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In quantitative data analysis, data transformation is not a new concept. It is a process of converting the original form of data into another...
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