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Assumption Tests for Multiple Linear Regression on Cross-Sectional Data

In multiple linear regression analysis using cross-sectional data, there are…

Differences Between the Null Hypothesis and the Alternative Hypothesis in Statistical Analysis

Statistical hypotheses, consisting of the null hypothesis and the alternative…

Regression Analysis on Non-Parametric Dependent Variables: Is It Possible?

In multiple linear regression analysis, the measurement scale of the…

Understanding the Differences in Using R Squared and Adjusted R Squared in Research

When you choose to use linear regression analysis, it’s essential…

The Difference Between Pearson Correlation and Spearman Rank Correlation in Research

For those currently conducting data analysis, correlation tests are commonly…

Dummy Variables in Multiple Linear Regression Analysis with the OLS Method

Multiple linear regression analysis is a well-known technique frequently used…

Interpreting Negative Intercept in Regression

When conducting regression analysis, we obtain the intercept and coefficient…

Choosing the Right Variables in Linear Regression using the OLS Method

Linear regression analysis is frequently employed by researchers to investigate…