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When Should Natural Logarithmic Data Transformation Be Applied?

When researchers, practitioners, or students are conducting data analysis on…

Should Data Normality Testing Always Be Performed in Statistical Analysis?

In statistical analysis of research results, normality testing is often…

Differences in Nominal, Ordinal, Interval, and Ratio Data Measurement Scales for Research

In research activities, data serve as the main foundation for…

Reasons Why the R-Squared Value in Time Series Data Is Higher Than in Cross-Section Data

If you’re doing regression analysis, R-squared is one of the…

How to Perform Descriptive Statistics in Excel in Under 1 Minute

Descriptive statistical analysis is essential to carry out for your…

How to Tabulate Data Using Pivot Table for Your Research Results

For those of you currently conducting research, the stages of…

Dummy Variables: A Solution for Categorical Variables in OLS Linear Regression

If you’re analyzing data using OLS linear regression, there are…

How to Create Dummy Variables in Multiple Linear Regression Analysis

For those of you conducting multiple linear regression analysis, have…