Results 11 to 20 of about 442,883 (292)

Fourier Series Nonparametric Regression Modeling in the Case of Rainfall in West Java Province

open access: yesIJID (International Journal on Informatics for Development), 2022
The Fourier series is a trigonometric polynomial that has flexibility, so it adapts effectively to the local nature of the data. This Fourier series estimator is generally used when the data used is investigated for unknown patterns and there is a ...
Anatansyah Ayomi Anandari   +2 more
doaj   +1 more source

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

open access: yesMedia Statistika, 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.
Hesikumalasari Hesikumalasari   +3 more
doaj   +1 more source

Approximating Forest Resource Dynamics in Peninsular Malaysia Using Parametric and Nonparametric Models, and Its Implications for Establishing Forest Reference (Emission) Levels under REDD+

open access: yesLand, 2018
Forest reference (emission) levels (FREL/FRLs) are baselines for REDD+, and 34 countries have submitted their FREL/FRLs to UNFCCC by January 2018. Most of them used simple historical average without considering the stages of forest transition.
Tetsuya Michinaka
doaj   +1 more source

Nonparametric Method for Modeling Clustering Phenomena in Emergency Calls Under Spatial-Temporal Self-Exciting Point Processes

open access: yesIEEE Access, 2019
In this paper, a nonparametric spatial-temporal self-exciting point process is proposed to model clustering features in emergency calls. Gaussian kernel density functions are considered.
Chenlong Li, Zhanjie Song, Xu Wang
doaj   +1 more source

An improved multiply robust estimator for the average treatment effect

open access: yesBMC Medical Research Methodology, 2023
Background In observational studies, double robust or multiply robust (MR) approaches provide more protection from model misspecification than the inverse probability weighting and g-computation for estimating the average treatment effect (ATE). However,
Ce Wang   +4 more
doaj   +1 more source

Model Selection for High Dimensional Nonparametric Additive Models via Ridge Estimation

open access: yesMathematics, 2022
In ultrahigh dimensional data analysis, to keep computational performance well and good statistical properties still working, nonparametric additive models face increasing challenges.
Haofeng Wang   +3 more
doaj   +1 more source

On the development of a semi-nonparametric generalized multinomial logit model for travel-related choices. [PDF]

open access: yesPLoS ONE, 2017
A semi-nonparametric generalized multinomial logit model, formulated using orthonormal Legendre polynomials to extend the standard Gumbel distribution, is presented in this paper.
Ke Wang   +3 more
doaj   +1 more source

Region-Based Nonparametric Model for Interactive Image Segmentation

open access: yesIEEE Access, 2019
In this paper, we present a novel framework for interactive segmentation problems. It integrates a nonparametric model into the Conditional Random Field (CRF) framework, which can effectively combine high-level features with low-level features to ...
Dan Wang   +4 more
doaj   +1 more source

Daily nonparametric ARCH(1) model estimation using intraday high frequency data

open access: yesAIMS Mathematics, 2021
In this paper, the intraday high-frequency data are used to estimate the volatility function of daily nonparametric ARCH(1) model. A nonparametric volatility proxy model is proposed to achieve this objective.
Xin Liang   +3 more
doaj   +1 more source

Natural Characteristics Analysis of a Dual-Rotor System with Nonparametric Uncertainty

open access: yesApplied Sciences, 2022
In order to evaluate the impacts of parameter uncertainty and nonparametric uncertainty on the natural characteristics of a dual-rotor system, a nonparametric probabilistic method based on random matrix theory is proposed.
Hangfei Wu   +3 more
doaj   +1 more source

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