Introduction of reduced rank regression and development of a user-written Stata package / 中华流行病学杂志
Chinese Journal of Epidemiology
; (12): 403-408, 2022.
Artigo
em Chinês
| WPRIM (Pacífico Ocidental)
| ID: wpr-935403
Biblioteca responsável:
WPRO
ABSTRACT
Reduced rank regression is an extended multivariate linear regression model with the function of dimension reduction. It has been more and more widely used in nutritional epidemiology research to understand people's dietary patterns in recent years. However, there has been no existing Stata package or command to implement reduced rank regression independently. Therefore, we developed a new user-written package named "rrr" for its implementation in Stata. This paper summarizes the methodology of reduced rank regression, the development and functions of the Stata rrr package and its application in the China Kadoorie Biobank dataset, with the aim of facilitating the future wide use of this statistical method in epidemiology and public health research.
Texto completo:
Disponível
Base de dados:
WPRIM (Pacífico Ocidental)
Assunto principal:
China
/
Saúde Pública
/
Análise de Regressão
/
Modelos Estatísticos
Tipo de estudo:
Estudo diagnóstico
/
Estudo prognóstico
/
Fatores de risco
Aspecto:
Determinantes sociais da saúde
Limite:
Humanos
País/Região como assunto:
Ásia
Idioma:
Chinês
Revista:
Chinese Journal of Epidemiology
Ano de publicação:
2022
Tipo de documento:
Artigo