Spline and kernel mixed estimators in multivariable nonparametric regression for dengue hemorrhagic fever model

ATR Dani, M Fauziyah, MN Hayati… - Commun. Math. Biol …, 2023 - scik.org
This article discusses statistical innovations implemented in the health sector. The research
is being conducted on the treatment and prevention of Dengue Hemorrhagic Fever (DHF) …

[PDF][PDF] Mixture Spline Smoothing and Kernel Estimator in Multi-Response Nonparametric Regression

DP Rahmawati, IN Budiantara, DD Prastyo… - … International Journal of …, 2021 - iaeng.org
In previous research about multi-response nonparametric regression models, each predictor
variable is considered to have the same pattern concerning each response variable. In …

Modelling of SDG's Achievement in East Java Using Bi-responses Nonparametric Regression with Mixed Estimator Spline Truncated and Kernel

P Dewanti, IN Budiantara… - Journal of Physics …, 2020 - iopscience.iop.org
Abstract The Government of Indonesia has grouped 17 objectives of SDG's into 4 pillars,
among others: social pillars, economic pillars, the pillars of environmental development and …

The mixed estimator of truncated spline and local linear in multivariable nonparametric regression

I Sriliana, IN Budiantara, V Ratnasari - AIP Conference Proceedings, 2023 - pubs.aip.org
In the multivariable nonparametric regression method, modeling is generally done by using
one type of estimator for all predictor variables. This is due to the assumption that each …

Nonparametric regression curve estimation using mixed spline truncated and kernel estimator for longitudinal data

MJ Maulidia, IN Budiantara… - AIP Conference …, 2019 - pubs.aip.org
Nonparametric regression is a regression model approach that can be used if the pattern of
the relationship between response and predictor variable is unknown. One of the most …

Properties of the mixed smoothing spline and Fourier series estimators in nonparametric regression

NPAM Mariati, IN Budiantara… - AIP Conference …, 2023 - pubs.aip.org
In regression analysis, the pattern of the relationship between two or more variables is not
always a parametric pattern such as linear, quadratic, cubic and others. There are many …

Parameter estimation and hypothesis testing on geographically weighted gamma regression

DE Putri, DD Prastyo - Journal of Physics: Conference Series, 2017 - iopscience.iop.org
Having applied to observations from different location, the gamma regression yields global
parameters which are assumed to be valid in any location. In fact, each location may have …

[PDF][PDF] Estimator Campuran Spline Truncated dan Deret Fourier Pada Regresi Nonparametrik Multirespon

H Nurcahayani - 2022 - repository.its.ac.id
Analisis regresi nonparametrik multirespon menjadi solusi pada kasus data riil yang
melibatkan lebih dari satu variabel respon saling berkorelasi dengan kurva regresi yang …

ESTIMATION OF SEMIPARAMETRIC REGRESSION CURVE WITH MIXED ESTIMATOR OF MULTIVARIABLE LINEAR TRUNCATED SPLINE AND MULTIVARIABLE …

H Hesikumalasari, IN Budiantara, V Ratnasari - MEDIA STATISTIKA - ejournal.undip.ac.id
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 …

[PDF][PDF] Estimator Campuran Spline Smoothing Dan Kernel Dalam Regresi Nonparametrik Multivariabel

R Hidayat - 2020 - repository.its.ac.id
Disertasi ini mengembangkan metode baru dalam mengestimasi kurva regresi
nonparametrik. Metode ini menggabungkan fungsi Spline smoothing dan Kernel. Metode ini …