A Computational Perspective on Projection Pursuit in High Dimensions: Feasible or Infeasible Feature Extraction
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DOI: 10.1111/insr.12517
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References listed on IDEAS
- Justel, Ana & Peña, Daniel & Zamar, Rubén, 1997.
"A multivariate Kolmogorov-Smirnov test of goodness of fit,"
Statistics & Probability Letters, Elsevier, vol. 35(3), pages 251-259, October.
- Justel, Ana & Zamar, Rubén, 1994. "A multivariate Kolmogorov-Smornov test of goodnes of fit," DES - Working Papers. Statistics and Econometrics. WS 3955, Universidad Carlos III de Madrid. Departamento de EstadÃstica.
- Loperfido, Nicola, 2018. "Skewness-based projection pursuit: A computational approach," Computational Statistics & Data Analysis, Elsevier, vol. 120(C), pages 42-57.
- Posse, Christian, 1995. "Projection pursuit exploratory data analysis," Computational Statistics & Data Analysis, Elsevier, vol. 20(6), pages 669-687, December.
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