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A Unified Approach for Outliers and Influential Data Detection - The Value of Information in Retrospect

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Identifying influential and outlying data is important as it would guide the effective collection of future data and the proper use of existing information. We develop a unified approach for outlier detection and influence analysis. Our proposed method is grou... ...