Results 1 to 10 of about 419,209 (294)

Nonparametric regression estimation using multivariable truncated splines for binary response data. [PDF]

MethodsX
In recent years, Truncated Spline estimators in nonparametric regression for quantitative data have gained significant attention. However, in practical applications, it is common to encounter situations where the response variable is qualitative (binary).
Suriaslan AS, Budiantara IN, Ratnasari V.   +2 more
europepmc   +4 more sources

Pemodelan Regresi Nonparametrik dengan Estimator Spline Truncated vs Deret Fourier

Jambura Journal of Mathematics, 2021
ABSTRAK Pendekatan regresi nonparametrik digunakan apabila hubungan antara variabel prediktor dan variabel respon tidak diketahui polanya. Spline truncated dan deret Fourier merupakan estimator dalam pendekatan nonparametrik yang terkenal, karena ...
Andrea Tri Rian Dani, Narita Yuri Adrianingsih   +1 more
doaj   +4 more sources

MODELING STUNTING PREVALENCE IN INDONESIA USING SPLINE TRUNCATED SEMIPARAMETRIC REGRESSION

Barekeng
Semiparametric regression combines parametric and nonparametric regression approaches. It is employed when the relationship pattern of the response variable is known with some predictors, while for other predictors, the relationship pattern is uncertain.
Rizki Dwi Fadlirhohim, Sifriyani Sifriyani, Andrea Tri Rian Dani   +2 more
doaj   +3 more sources

COMPARISON OF B-SPLINE AND TRUNCATED SPLINE REGRESSION MODELS FOR TEMPERATURE FORECAST

Barekeng, 2023
The spline regression model is a nonparametric model and it is applied to data that do not have a certain curve shape and do not have information about it.
Sri Sulistijowati Handajani, Hasih Pratiwi, Respatiwulan Respatiwulan, Niswatul Qona’ah, Monica Ramadhania, Niken Evitasi, Nindya Eka Apsari   +6 more
doaj   +2 more sources

Development of nonparametric geographically weighted regression using truncated spline approach [PDF]

Songklanakarin Journal of Science and Technology (SJST), 2018
Nonparametric geographically weighted regression with truncated spline approach is a new method of statistical science. It is used to solve the problems of regression analysis of spatial data if the regression curve is unknown.
Sifriyani, S. H. Kartiko, I. N. Budiantara, Gunardi   +3 more
doaj   +2 more sources

A Combined Truncated Spline and Kernel Semiparametric Path Model Development

Cauchy: Jurnal Matematika Murni dan Aplikasi
Semiparametric path analysis is a combination of parametric and nonparametric path analysis performed when the linearity assumption in some relationships is not met.
Usriatur Rohma, Adji Achmad Rinaldo Fernandes, Suci Astutik, Solimun Solimun   +3 more
doaj   +3 more sources

Development of Semiparametric Truncated Spline Logistic Path Analysis

Cauchy: Jurnal Matematika Murni dan Aplikasi
Logistic path analysis extends logistic regression by incorporating intervening variables, addressing the limitations of linearity assumptions through nonparametric models like spline regression.
Sasi Wilujeng Sri Rejeki, Solimun Solimun, Nurjannah Nurjannah, Shalsa Amalia Yulianto, Muhammad Ohid Ullah   +4 more
doaj   +2 more sources

MODELLING CRIME RATES IN INDONESIA USING TRUNCATED SPLINE ESTIMATOR

Barekeng
Criminal acts are actions that violate the law and can arise from various factors such as emotions, psychological pressure, and others. Crime rate is a number that indicate the level of crime vulnerability in a certain area at a certain time.
Muhammad Althof Juniar, Azzahra Fania, Diana Ulya, Rico Ramadhan, Nur Chamidah   +4 more
doaj   +2 more sources

The performance of mixed truncated spline-local linear nonparametric regression model for longitudinal data. [PDF]

MethodsX
A mixed estimator nonparametric regression (MENR) model is an additive model that involves a combination of two estimators or more in multivariable nonparametric regression.
Sriliana I, Budiantara IN, Ratnasari V.
europepmc   +2 more sources

Nonparametric spatio-temporal modeling: Contruction of a geographically and temporally weighted spline regression. [PDF]

MethodsX
This research introduces a new model called Geographically Temporally and Weighted Spline Nonparametric Regression (GTWSNR), which is an extension of the Geographically Temporally Weighted Regression (GTWR) model.
Sifriyani, Syaripuddin, Fathurahman M, Sari NWW, Fauziyah M, Dani ATR, Jannah R, Dwi Juriani S, Kusuma R.   +8 more
europepmc   +2 more sources