Latency function estimation under the mixture cure model when the cure status is available. [PDF]
Lifetime Data Anal, 2023 Safari WC +2 more
europepmc +1 more source
COMPARATION ON SEVERAL SMOOTHING METHODS IN NONPARAMETRIC REGRESSION [PDF]
, 2011 There are three nonparametric regression methods covered in this section. These are Moving Average Filtering-Based Smoothing, Local Regression Smoothing, and Kernel Smoothing Methods.
Isnanto, R.Rizal, Rizal Isnanto, R
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PEMILIHAN BANDWIDTH PADA ESTIMATOR NADARAYA-WATSON DENGAN TIPE KERNEL GAUSSIAN PADA DATA TIME SERIES (Studi Kasus: Penutupan Indeks Harga Saham Harian Jakarta Islamic Index (JII) Periode 1 Januari 2016 −30April 2016) [PDF]
, 2016 Regresi nonparametrik merupakan analisis regresi dengan pendugaan model dilakukan berdasarkan pendekatan yang tidak terikat asumsi bentuk kurva regresi tertentu, namun dibentuk sesuai dengan informasi yang ada dalam data.
SAPUTRA, JOKO ANDY
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An Upper Bound of the Bias of Nadaraya-Watson Kernel Regression under Lipschitz Assumptions [PDF]
The Nadaraya-Watson kernel estimator is among the most popular nonparameteric regression technique thanks to its simplicity. Its asymptotic bias has been studied by Rosenblatt in 1969 and has been reported in several related literature.
Akrour, Riad +2 more
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Estimation of average treatment effect based on a multi-index propensity score. [PDF]
BMC Med Res Methodol, 2022 Xu J +7 more
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A note on unconditional properties of a parametrically guided Nadaraya-Watson estimator
Asymptotic properties of a semiparametric regression estimator proposed in Glad (1996) are derived, without conditioning on the predictor variables. The leading terms of unconditional asymptotic bias and variance are equal to those in the expressions ...
Glad, Ingrid K.
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Prediction of leptospirosis outbreaks by hydroclimatic covariates: a comparative study of statistical models. [PDF]
Int J Biometeorol, 2022 Llop MJ +4 more
europepmc +1 more source
Personalized treatment selection using observational data. [PDF]
J Appl Stat, 2023 Kulasekera KB, Tholkage S, Kong M.
europepmc +1 more source
Regresi semiparametrik kernel Nadaraya-Watson untuk memodelkan inflasi di Indonesia [PDF]
ABSTRAK Regresi semiparametrik merupakan penggabungan antara regresi parametrik dan nonparametrik. Dalam regresi nonparametrik, tidak memiliki asumsi-asumsi tertentu sehingga dapat menyesuaikan dengan data. Regresi nonparametrik kernel pada penelitian
Setianingrum, Anggraeni Bakti
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A new time-varying coefficient regression approach for analyzing infectious disease data. [PDF]
Sci Rep, 2023 Liu J +6 more
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