Multiple Factor Analysis Based on NIPALS Algorithm to Solve Missing Data Problems

Missing or unavailable data (NA) in multivariate data analysis is often treated with imputation methods and, in some cases, records containing NA are eliminated, leading to the loss of information. This paper addresses the problem of NA in multiple factor analysis (MFA) without resorting to eliminat...

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Bibliographic Details
Published in:Algorithms
Main Authors: Andrés F. Ochoa-Muñoz, Javier E. Contreras-Reyes
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Subjects:
Online Access:https://www.mdpi.com/1999-4893/16/10/457