Discussion of “Multivariate functional outlier detection” by Mia Hubert, Peter Rousseeuw and Pieter Segaert

• Claeskens G, Hubert M, Slaets L, Vakili K (2014) Multivariate functional halfspace depth. J Am Stat Assoc 109(505):411–423

  Article  MathSciNet  Google Scholar 

• Genton MG, Johnson C, Potter K, Stenchikov G, Sun Y (2014) Surface boxplots. Stat 3:1–11

  Article  Google Scholar 

• Hyndman R, Shang H (2010) Rainbow plots, bagplots, and boxplots for functional data. J Comput Graph Stat 19(1):29–45

  Article  MathSciNet  Google Scholar 

• Liu R (1990) On a notion of data depth based on random simplices. Ann Stat 18(1):405–414

  Article  MATH  Google Scholar 

• López-Pintado S, Romo J (2009) On the concept of depth for functional data. J Am Stat Assoc 104:718–734

  Article  Google Scholar 

• López-Pintado S, Sun Y, Lin JK, Genton MG (2014) Simplicial band depth for multivariate functional data. Adv Data Anal Classif 8:321–338

  Article  MathSciNet  Google Scholar 

• Mosler K (2013) Depth statistics. In: Becker C, Fried R, Kuhnt S (eds) Robustness and complex data structures. Festschrift in honour of Ursula Gather. Springer, Berlin, pp 17–34

  Chapter  Google Scholar 

• Sun Y, Genton MG (2011) Functional boxplots. J Comput Graph Stat 20:316–334

  Article  MathSciNet  Google Scholar 

• Sun Y, Genton MG (2012) Adjusted functional boxplots for spatio-temporal data visualization and outlier detection. Environmetrics 23:54–64

  Article  MathSciNet  Google Scholar 

Download references