A method for determining groups in nonparametric regression curves: Application to prefrontal cortex neural activity analysis

Generalized additive models provide a flexible and easily-interpretable method for uncovering a nonlinear relationship between response and covariates. In many situations, the effect of a continuous covariate on the response varies across groups defined by the levels of a categorical variable. When...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Javier Roca-Pardiñas, Celestino Ordóñez, Luís Meira Machado
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: AIMS Press 2022-04-01
Saila:Mathematical Biosciences and Engineering
Gaiak:
clustering of regression curves
factor-by-curve interaction
generalized additive model
multiple regression curves
nonlinear regression
number of groups
Sarrera elektronikoa:https://www.aimspress.com/article/doi/10.3934/mbe.2022302?viewType=HTML
Etiketak: Etiketa erantsi
Etiketarik gabe, Izan zaitez lehena erregistro honi etiketa jartzen!

Antzeko izenburuak