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Adaptive non-parametric estimation in the presence of dependence [PDF]
, 2016 We consider non-parametric estimation problems in the presence of dependent data, notably non-parametric regression with random design and non-parametric density estimation. The proposed estimation procedure is based on a dimension reduction. The minimax
Asin, Nicolas, Johannes, Jan
core +2 more sources
Southwest Respiratory and Critical Care Chronicles, 2014 Shengping Yang, Gilbert Berdine
doaj +3 more sources
Q residual non-parametric Distribution on Fault Detection Approach Using Unsupervised LSTM-KDE
International Journal of Prognostics and Health ManagementIt is well known among practitioner, majority collected data from industrial process plant are unlabeled. The collected historical data if utilize, able to provide vital information of process plant condition.
Nur Maisarah Mohd Sobran +1 more
doaj +1 more source
Pediatric Blood &Cancer, EarlyView.ABSTRACT Objective To evaluate selumetinib exposure using therapeutic drug monitoring (TDM) in pediatric patients with neurofibromatosis type 1 (NF1) and plexiform neurofibromas (PN), assess interpatient pharmacokinetic variability, and explore the relationship between drug exposure, clinical response, and adverse effects.
Janka Kovács +8 more
wiley +1 more source
Frontiers in Environmental Science, 2022 The COVID-19 pandemic is dangerous to people’s lives and livelihoods, creating immediate obstacles for organizations that support impacted populations. This research concentrates on the consequences for local microfinance institutions in Pakistan, which ...
Shaohua Lu +4 more
doaj +1 more source
Hypothesis testing for two population means: parametric or non-parametric test?
, 2019 The parametric Welch $t$-test and the non-parametric Wilcoxon-Mann-Whitney test are the most commonly used two independent sample means tests. More recent testing approaches include the non-parametric, empirical likelihood and exponential empirical ...
Alenazi, Abdulaziz +3 more
core +1 more source
Outcomes of Live Virus Vaccination in Patients With Vascular Anomalies Being Treated With Sirolimus
Pediatric Blood &Cancer, EarlyView.ABSTRACT Background Live vaccination in patients with vascular anomalies (VA) receiving sirolimus remains controversial due to immunosuppressive effects and theoretical risks. Procedure This single‐center retrospective study included patients with VA less than 4 years old at the start of sirolimus therapy who were incompletely vaccinated.
Svatava Merkle +5 more
wiley +1 more source
Comparison Non-Parametric Machine Learning Algorithms for Prediction of Employee Talent
IJCCS (Indonesian Journal of Computing and Cybernetics Systems), 2021 Classification of ordinal data is part of categorical data. Ordinal data consists of features with values based on order or ranking. The use of machine learning methods in Human Resources Management is intended to support decision-making based on ...
I Ketut Adi Wirayasa +3 more
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Non-Parametric Inference of Relational Dependence
CoRR, 2022 Independence testing plays a central role in statistical and causal inference from observational data. Standard independence tests assume that the data samples are independent and identically distributed (i.i.d.) but that assumption is violated in many real-world datasets and applications centered on relational systems.
Ragib Ahsan +3 more
openaire +3 more sources
Non-parametric statistical thresholding for sparse magnetoencephalography source reconstructions. [PDF]
, 2012 Uncovering brain activity from magnetoencephalography (MEG) data requires solving an ill-posed inverse problem, greatly confounded by noise, interference, and correlated sources.
Nagarajan, Srikantan S +2 more
core +1 more source