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Pemodelan Regresi Nonparametrik Spline Truncated pada Data Longitudinal
Saat ini pendekatan regresi nonparametrik banyak mendapat perhatian dari para peneliti, dikarenakan memiliki fleksibilitas yang tinggi dan tidak tergantung pada asumsi bentuk kurva regresi. Spline truncated adalah salah satu model dalam regresi nonparametrik yang sering digunakan, karena mampu menangani data yang perilakunya berubah-ubah pada sub-sub ...
Andrea Tri Rian Dani +3 more
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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
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PEMODELAN PRODUKTIVITAS PADI MENGGUNAKAN REGRESI SEMIPARAMETRIK SPLINE TRUNCATED
Indonesia termasuk 10 besar negara produktivitas padi terbesar didunia dengan rata-rata produksi mencapai 77,96 juta ton atau berkontribusi sebesar 10,28% terhadap total produksi padi dunia, namun pada lima tahun terakhir posisinya menurun. Berdasarkan penelitian yang dilakukan penyebab penurunan produksi padi ini Luas Lahan (Ha), Jumlah Pupuk (ton ...
null Lilik Hidayati +3 more
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The nonparametric regression approach is used when the shape of the regression curve is not known. The advantage of nonparametric regression is that it has a high degree of flexibility.
Sitti Anggraeni +2 more
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MODELING DHF IN CENTRAL JAVA USING HYBRID NONPARAMETRIC SPLINE TRUNCATED-FOURIER SERIES APPROACH
Regression analysis aims to determine the relationship and influence of predictor variables on response variables through regression curve. The problem with nonparametric regression research so far is that it only uses one approach, causing the ...
Tiani Wahyu Utami +2 more
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Unemployment is a complex problem because it is one of the benchmarks for measuring the success of a region's economic development. According to the National Medium-Term Development Plan 2020-2024 and the Government Work Plan Summary 2023, Kalimantan ...
Aridha Pebriani Kusmiran +2 more
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Further Properties of Quantum Spline Spaces
We construct q-B-splines using a new form of truncated power functions. We give basic properties to show that q-B-splines form a basis for quantum spline spaces.
Gülter Budakçı, Halil Oruç
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Partial hypothesis testing of truncated spline model in nonparametric regression [PDF]
Nonparametric regression is a method used to analyze the relation between response variables and predictor variables that do not follow a particular pattern. One common approach used in nonparametric regression is truncated spline, because of its high flexibility and good visual interpretation.
Imra Atil Husni +2 more
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Multi‐level Bézier extraction of truncated hierarchical B‐splines for isogeometric analysis
AbstractMultivariate basis splines (B‐splines) and Non‐uniform rational B‐splines (NURBS) lack adaptivity due to their tensor product structure. Truncated hierarchical B‐splines (THB‐splines) provide a solution for this. THB‐splines organize the parameter space into a hierarchical structure, which enables efficient approximation and representation of ...
Andreas Grendas, Benjamin Marussig
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Path analysis tests the relationship between variables through cause and effect. The assumption of linearity must be met before conducting further tests on path analysis. If the shape of the relationship is nonlinear and the shape of the curve is unknown,
Devi Veda Amanda +3 more
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