Multivariate Functional Data Visualization and Outlier Detection

Author:

Dai Wenlin1,Genton Marc G.1

Affiliation:

1. Statistics Program, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Discrete Mathematics and Combinatorics,Statistics and Probability

Reference46 articles.

1. Shape outlier detection and visualization for functional data: the outliergram

2. Chang, W., Cheng, J., Allaire, J., Xie, Y., and McPherson, J. (2017), “shiny: Web Application Framework for R,” R Package Version 1.0.3.

3. Chowdhury, J., and Chaudhuri, P. (2016), “Nonparametric Depth and Quantile Regression for Functional Data,” arXiv preprint arXiv:1607.03752.

4. Multivariate Functional Halfspace Depth

5. Interactive and Dynamic Graphics for Data Analysis

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