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Home/Archive for: July 9, 2025

Day: July 9, 2025

Natural Logarithm Data Transformation to Improve Data Normality, Is It True?

By Kanda Data / Date Jul 09.2025 / Category Econometrics

In parametric statistical analysis, several assumptions must be met, one of which is the assumption that data should be normally distributed. However, in practice, the data obtained from research does not always follow a normal distribution based on statistical tests. Therefore, some researchers attempt to adjust the distribution of data to make it more closely resemble a normal distribution. One common method is data transformation. Among various types of data transformations, the natural logarithm transformation is one of the most commonly used.

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