Outlier Detection (Part 1)

IQR, Standard Deviation, Z-score and Modified Z-score

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Introduction

It is risky to include outliers in data driven models. The existence of one single misleading value has the potential to change the conclusion implied by the model. Is is therefore, important to detect and then decide whether to remove it or not from the dataset. Sometimes the data point may…