A Probabilistic, Mechanism-Indepedent Outlier Detection Method for Online Experimentation

Many web-facing companies rely on online experimentation for evaluating users' reaction to new product features as part of the product development cycle. The existence of outliers often complicates the analysis of experiment results. Identifying outliers in online experiments is challenging as the distribution of web data such as page views do not satisfy… CONTINUE READING