Work

Data Normalization in Multivariate Data Analysis. An Overview and Properties

Year: 2014

Type: article

Abstract: The purpose of normalization is to adjust the size (magnitude) and the relative weighting of the input variables. The article presents an overview of the normalization formulas and their properties. Moreover a new formulas of normalization of the values of variables are proposed. The article discusses connection among normalization formulas and indicates incorrect normalization formulas.

Source: Przegląd Statystyczny Statistical Review

DOI: 10.5604/01.3001.0016.1740

Author: Mark Walesiak

Institutions: Wroclaw University of Economics and Business, University of Business in Wrocław

Language: English

Topic: Statistical Methods and Applications

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Open Access status: hybrid

OpenAlex ID: W4312525432

FWCI: 8.264

Cites: 8

Cited by: 69

Related to: 10