Functional Outlier Detection and Taxonomy by Sequential Transformations

Wenlin Dai, Tomas Mrkvicka, Ying Sun +1

Functional data analysis can be seriously impaired by abnormal observations, which can be classified as either magnitude or shape outliers based on their way of deviating from the…