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Hubert, Rousseeuw and Segaert: multivariate functional outlier detection

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References

  • Atkinson AC, Riani M (1997) Bivariate boxplots, multiple outliers, multivariate transformations and discriminant analysis: the 1997 Hunter lecture. Environmetrics 8:583–602

    Article  Google Scholar 

  • Atkinson AC, Riani M, Cerioli A (2004) Exploring multivariate data with the forward search. Springer, New York

    Book  MATH  Google Scholar 

  • Harvey AC (1989) Forecasting, structural time series models and the Kalman filter. Cambridge University Press, Cambridge

    Google Scholar 

  • Maadooliat M, Huang JZ, Hu J (2015) Integrating data transformation in principal components analysis. J Comput Gr Stat 24:84–103

  • Riani M, Zani S (1998) Generalized distance measures for asymmetric multivariate distributions. In: Rizzi A, Vichi M, Bock H-H (eds) Advances in data science and classification. Springer, Berlin, pp 503–508

    Chapter  Google Scholar 

  • Riani M, Cerioli A, Atkinson AC, Perrotta D (2014) Monitoring robust regression. Electr J Stat 8:642–673

    MathSciNet  Google Scholar 

  • Rousseeuw PJ, Ruts I, Tukey JW (1990) The bagplot: a bivariate boxplot. Am Stat 53:87–88

    Google Scholar 

  • West M, Harrison PJ (1989) Bayesian forecasting and dynamic models. Springer, New York

    Book  MATH  Google Scholar 

  • Yeo I-K, Johnson RA (2000) A new family of power transformations to improve normality or symmetry. Biometrika 87:954–959

    Article  MathSciNet  MATH  Google Scholar 

  • Zani S, Riani M, Corbellini A (1998) Robust bivariate boxplots and multiple outlier detection. Comput Stat Data Anal 28:257–270

    Article  MATH  Google Scholar 

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Authors and Affiliations

  1. Dipartimento di Economia, Università di Parma, Parma, Italy

    Aldo Corbellini & Marco Riani

  2. Department of Statistics, London School of Economics, London, WC2A 2AE, UK

    Anthony C. Atkinson

Authors
  1. Aldo Corbellini
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  2. Marco Riani
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  3. Anthony C. Atkinson
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Correspondence to Marco Riani.

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Corbellini, A., Riani, M. & Atkinson, A.C. Hubert, Rousseeuw and Segaert: multivariate functional outlier detection. Stat Methods Appl 24, 257–261 (2015). https://doi.org/10.1007/s10260-015-0324-9

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  • DOI: https://doi.org/10.1007/s10260-015-0324-9

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