A COMPARATIVE STUDY ON UNIVARIATE OUTLIER WINSORIZATION METHODS IN DATA SCIENCE CONTEXT

field_of_study

Blank

university

Al-Azhar University – Gaza

authors

Abuzaid A.; Alkrunz I.

authors_full_names

Abuzaid, Ali (26031901500); Alkrunz, Iyad (59280278000)

authors_id

26031901500; 59280278000

year

2024

source_title

Statistica Applicata

article_title

A COMPARATIVE STUDY ON UNIVARIATE OUTLIER WINSORIZATION METHODS IN DATA SCIENCE CONTEXT

volume

36

issue

1

page_start

85

page_end

99

publisher

ASA Associazione per la Statistica Applicata

affiliations

Department of Mathematics, Al Azhar University-Gaza, Gaza, Palestine; Department of Information Technology, Al Azhar University-Gaza, Gaza, Palestine

authors_with_affiliations

Abuzaid A., Department of Mathematics, Al Azhar University-Gaza, Gaza, Palestine; Alkrunz I., Department of Information Technology, Al Azhar University-Gaza, Gaza, Palestine

corresponding_author

A. Abuzaid; Department of Mathematics, Al Azhar University-Gaza, Gaza, Palestine; email: a.abuzaid@alazhar.edu.ps

cited_by

9

doi

10.26398/IJAS.0036-004

author_keywords

Capping; flooring; outlier; quantile-based