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All Journal Zero : Jurnal Sains, Matematika, dan Terapan
Fernandes, Adji Achmad Rinaldo
Brawijaya University
Agriculture, Biological Sciences & Forestry Chemistry Mathematics Physics

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Evaluating Double Resampling through Simulation and Application in Semiparametric Truncated Spline for Waste Economic Value Hidayat, Kamelia; Fernandes, Adji Achmad Rinaldo; Iriany, Atiek; Hidayatulloh, Moh. Zhafran
ZERO: Jurnal Sains, Matematika dan Terapan Vol 9, No 3 (2025): Zero: Jurnal Sains Matematika dan Terapan
Publisher : UIN Sumatera Utara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30829/zero.v9i3.26773

Abstract

This study developed a double resampling procedure as a method for estimating standard error in truncated spline semiparametric path modeling, given that standard error cannot be obtained analytically. Primary data were collected from 100 respondents through a Likert scale questionnaire and analyzed using a path structure involving Facility and Infrastructure Quality and Waste Bank Participation have a significantly positive effect on 3R-Based Waste Management Practices and the Waste Economic Value . The modeling process involved selecting knots, estimating spline functions, and evaluating double resampling performance through simulation studies. The results showed that and had a significant positive effect on and , while the relationship between and was negative before and after the 21% threshold. The simulation study shows that the Jackknife-Bootstrap method produces lower standard errors and bias, while the Bootstrap-Jackknife method is more stable at very small sample size. These findings confirm the effectiveness of double resampling.
Co-Authors Atiek Iriany Hidayat, Kamelia Hidayatulloh, Moh. Zhafran