Results 191 to 200 of about 22,043,161 (356)

Invalidity of the Bootstrap and the m Out of n Bootstrap for Interval Endpoints Defined by Moment Inequalities [PDF]

open access: yes
This paper analyzes the finite-sample and asymptotic properties of several bootstrap and m out of n bootstrap methods for constructing confidence interval (CI) endpoints in models defined by moment inequalities.
Donald W.K. Andrews, Sukjin Han
core  

Machine Learning Analysis of Whole‐Blood Transcriptomics Data in Rheumatoid Arthritis Patients Treated with Adalimumab Identifies Predictive Biomarkers of Response

open access: yesArthritis &Rheumatology, Accepted Article.
Objectives Tumor necrosis factor inhibitors (TNFi) have significantly improved rheumatoid arthritis (RA) management, yet variability in patient response remains a substantial challenge, with approximately 40% of patients discontinuing TNFi due to non‐response or adverse effects. This study aimed to identify biomarkers predictive of adalimumab treatment
Chuan Fu Yap   +12 more
wiley   +1 more source

Gaussian Differential Private Bootstrap by Subsampling [PDF]

open access: yesarXiv
Bootstrap is a common tool for quantifying uncertainty in data analysis. However, besides additional computational costs in the application of the bootstrap on massive data, a challenging problem in bootstrap based inference under Differential Privacy consists in the fact that it requires repeated access to the data.
arxiv  

Effective Autism Classification Through Grasping Kinematics

open access: yesAutism Research, EarlyView.
ABSTRACT Autism is a complex neurodevelopmental condition, where motor abnormalities play a central role alongside social and communication difficulties. These motor symptoms often manifest in early childhood, making them critical targets for early diagnosis and intervention.
Erez Freud   +3 more
wiley   +1 more source

Cognitive Flexibility Mediates the Associations Between Perceived Stress, Social Camouflaging and Mental Health Challenges in Autistic Adults

open access: yesAutism Research, EarlyView.
ABSTRACT Autistic people are at an elevated risk of experiencing co‐occurring anxiety and depression. The contributors to this are likely multifaceted and complex and remain poorly understood. Cognitive flexibility, social camouflaging, and perceived stress provide useful indices of the interacting neurocognitive, behavioral, and environmental factors ...
Matthew J. Hollocks   +3 more
wiley   +1 more source

USEFULNESS OF BOOTSTRAPPING IN PORTFOLIO MANAGEMENT

open access: yesCroatian Operational Research Review, 2012
This paper contains a comparison of in-sample and out-of-sample performances between the resampled efficiency technique, patented by Richard Michaud and Robert Michaud (1999), and traditional Mean-Variance portfolio selection, presented by Harry ...
Boris Radovanov, Aleksandra Marcikić
doaj  

Parametric Bootstrap on Networks with Non-Exchangeable Nodes [PDF]

open access: yesarXiv
This paper studies the parametric bootstrap method for networks to quantify the uncertainty of statistics of interest. While existing network resampling methods primarily focus on count statistics under node-exchangeable (graphon) models, we consider more general network statistics (including local statistics) under the Chung-Lu model without node ...
arxiv  

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