Zobrazeno 1 - 10
of 94
pro vyhledávání: '"VITA RATNASARI"'
Publikováno v:
MethodsX, Vol 13, Iss , Pp 102922- (2024)
Nonparametric regression is an approximation method in regression analysis that is not constrained by the assumption of knowing the regression curve. One of the functions to approximate the curve is a Fourier series function. The nonparametric regres
Externí odkaz:
https://doaj.org/article/36224f7646f84ba7a50240e4af8d283c
Publikováno v:
MethodsX, Vol 12, Iss , Pp 102536- (2024)
One of the approach of Geographically Weighted Regression (GWR) models is the Geographically Weighted Nonparametric Regression (GWNR) has more parameters than the GWR model. Models with more parameters usually have better match values, which is an ad
Externí odkaz:
https://doaj.org/article/30c0ebadbef840418c821616e7673a1c
Publikováno v:
MethodsX, Vol 12, Iss , Pp 102652- (2024)
A mixed estimator nonparametric regression (MENR) model is an additive model that involves a combination of two estimators or more in multivariable nonparametric regression. The model is used when there are differences in data patterns among predicto
Externí odkaz:
https://doaj.org/article/a55bcc47e177495a9d8a9a8034e3adf7
Publikováno v:
MethodsX, Vol 11, Iss , Pp 102468- (2023)
Nonparametric regression model with the Fourier series approach was first introduced by Bilodeau in 1994. In the later years, several researchers developed a nonparametric regression model with the Fourier series approach. However, these researches a
Externí odkaz:
https://doaj.org/article/49909523d4e14ae794a12eadc34350ac
Publikováno v:
MethodsX, Vol 11, Iss , Pp 102379- (2023)
The Middle-Income Trap (MIT) refers to the situation in which a country's per capita income can reach middle-class levels but remains there for years, making it difficult to move up to a higher income level. Indonesia was declared trapped in MIT in 2
Externí odkaz:
https://doaj.org/article/db3df5856461423d8f16991d464560a6
Publikováno v:
Media Statistika, Vol 15, Iss 1, Pp 12-23 (2022)
The response variable of the regression analysis has a linear relationship with one of the variable predictors, however the unknown relationship pattern with the other predictor variables. Consequently, it can be approached by using semiparametric re
Externí odkaz:
https://doaj.org/article/e68a6544cd5c48a5b113dde2feb78cf4
Publikováno v:
Mathematics, Vol 11, Iss 3, p 579 (2023)
Logistic regression is one of statistical methods that used to analyze the correlation between categorical response variables and predictor variables which are categorical or continuous. Many studies on logistic regression have been carried out by as
Externí odkaz:
https://doaj.org/article/91747743dc934db98b6518fd8518929d
Publikováno v:
Symmetry, Vol 14, Iss 12, p 2687 (2022)
Longitudinal data modeling is widely carried out using parametric methods. However, when the parametric model is misspecified, the obtained estimator might be severely biased and lead to erroneous conclusions. In this study, we propose a new estimati
Externí odkaz:
https://doaj.org/article/93e8e8b445ae44acb125ded2991900a4
Publikováno v:
Mathematics, Vol 11, Iss 1, p 152 (2022)
Geographically Weighted Regression (GWR) is the development of multiple linear regression models used in spatial data. The assumption of spatial heterogeneity results in each location having different characteristics and allows the relationships betw
Externí odkaz:
https://doaj.org/article/c2032006504c4de79f02b084dbfd1c58
Publikováno v:
Abstract and Applied Analysis, Vol 2020 (2020)
This study investigates the geographically weighted multivariate logistic regression (GWMLR) model, parameter estimation, and hypothesis testing procedures. The GWMLR model is an extension to the multivariate logistic regression (MLR) model, which ha
Externí odkaz:
https://doaj.org/article/8c4cce881d85464aa5a0c1f560bbd596