Inter-Battery Factor Analysis via PLS: The Missing Data Case

In this article we develop the Inter-battery Factor Analysis (IBA) by using PLS (Partial Least Squares) methods. As the PLS methods are algorithms that iterate until convergence, an adequate intervention in some of their stages provides a solution to problems such as missing data. Specifically, we t...

Full description

Autores:
Gonzalez Rojas, Victor Manuel
Tipo de recurso:
Article of journal
Fecha de publicación:
2016
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/66513
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/66513
http://bdigital.unal.edu.co/67541/
Palabra clave:
51 Matemáticas / Mathematics
31 Colecciones de estadística general / Statistics
Interbattery
IBA
PLS2
NIPALS
algorithm
convergence
missing data.
Algoritmo
Convergencia
Datos faltantes
Regresión con mínimos cuadrados parciales.
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional