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Tag: outliers

Can Outliers Make Your Data Look Non-Normal? Here’s a Simulation and How to Handle It

By Kanda Data / Date Jul 03.2025 / Category Assumptions of Linear Regression

In many parametric statistical tests, it’s assumed that the data must follow a normal distribution. That’s why, when we’ve gathered research data and are planning to use parametric statistical analysis, checking for normality is crucial. We need to make sure that the data follows a normal distribution before proceeding with further analysis.

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