The increasing availability of large-sized datasets produces a growing interest in permutation testing methods. They represent an effective solution for problems concerning the testing of multidimensional hypotheses, difficult to face in a parametric context. In this paper we propose an application of permutation test on a large amount of data in order to show its utility to analyze a big dataset array. The analysis was performed in order to assess the existence of significant differences, with reference to several variables, between two gastrointestinal illnesses.

The use of Permutation Tests on Large-Sized Datasets / Giacalone, Massimiliano; Zirilli, A.; Alibrandi, A.. - (2016).

The use of Permutation Tests on Large-Sized Datasets

GIACALONE, Massimiliano;
2016

Abstract

The increasing availability of large-sized datasets produces a growing interest in permutation testing methods. They represent an effective solution for problems concerning the testing of multidimensional hypotheses, difficult to face in a parametric context. In this paper we propose an application of permutation test on a large amount of data in order to show its utility to analyze a big dataset array. The analysis was performed in order to assess the existence of significant differences, with reference to several variables, between two gastrointestinal illnesses.
2016
9788861970618
The use of Permutation Tests on Large-Sized Datasets / Giacalone, Massimiliano; Zirilli, A.; Alibrandi, A.. - (2016).
File in questo prodotto:
File Dimensione Formato  
SIS2016.pdf

accesso aperto

Licenza: Dominio pubblico
Dimensione 1.08 MB
Formato Adobe PDF
1.08 MB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/634579
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact