This paper proposes a procedure to detect patches of outliers in an autoregressive process. The procedure is an improvement over the existing detection methods via Gibbs sampling. We show that the ...

Journal of the Royal Statistical Society. Series B (Statistical Methodology), Vol. 60, No. 2 (1998), pp. 295-310 (16 pages) A method for robust estimation and multiple outlier detection in time series ...

With increasing focus on quality and reliability across all segments beyond just automotive, medical and mil-aero, it is more critical than ever for companies to leverage every byte of test data at ...

Commonly used outlier detection approaches, such as parts average testing or determining whether a die is good based upon other dies in the immediate neighborhood, are falling short in advanced ...