FIRE: an SPSS program for variable selection in multiple linear regression analysis via the relative importance of predictors.
Behav Res Methods
; 43(1): 1-7, 2011 Mar.
Article
em En
| MEDLINE
| ID: mdl-21287104
ABSTRACT
We provide an SPSS program that implements currently recommended techniques and recent developments for selecting variables in multiple linear regression analysis via the relative importance of predictors. The approach consists of (1) optimally splitting the data for cross-validation, (2) selecting the final set of predictors to be retained in the equation regression, and (3) assessing the behavior of the chosen model using standard indices and procedures. The SPSS syntax, a short manual, and data files related to this article are available as supplemental materials from brm.psychonomic-journals.org/content/supplemental.
Texto completo:
1
Coleções:
01-internacional
Base de dados:
MEDLINE
Assunto principal:
Ciências do Comportamento
/
Software
/
Modelos Lineares
/
Previsões
Tipo de estudo:
Prognostic_studies
/
Risk_factors_studies
Limite:
Adult
/
Humans
Idioma:
En
Revista:
Behav Res Methods
Assunto da revista:
CIENCIAS DO COMPORTAMENTO
Ano de publicação:
2011
Tipo de documento:
Article
País de afiliação:
Espanha