Results 31 to 40 of about 39,520 (292)
Bootstrapping Empirical Functions
The Annals of Statistics, 1989 We develop the complete bootstrapped parallel to the asymptotic theory of weighted empirical and quantile processes. Utilizing this parallel theory, we present a general body of techniques to establish the asymptotic validity of the bootstrap method of constructing confidence bands for statistical functions.
Csorgo, Sandor, Mason, David M.
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Association between older adults’ functional performance and their scores on the Mini Mental State Examination (MMSE) and Montreal Cognitive Assessment (MoCA) [PDF]
Irish Journal of Occupational Therapy, 2017 Purpose - The paper aims to investigate if the performance of older adults on the Mini-Mental State Examination (MMSE) and the Montreal Cognitive Assessment (MoCA) were associated or predictive of their functional performance in a geriatric evaluation ...
Sze Tim Sonia Yu +3 more
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Smooth bootstrapping of copula functionals
Electronic Journal of Statistics, 2022 The smooth bootstrap for estimating copula functionals in small samples is investigated. It can be used both to gauge the distribution of the estimator in question and to augment the data. Issues arising from kernel density and distribution estimation in the copula domain are addressed, such as how to avoid the bounded domain, which bandwidth matrix to
Coblenz, Maximilian +3 more
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MethodsX, 2019 This article describes a nonparametric bootstrapping method for synthetically generating daily precipitation, water supply, and irrigation demand for rainwater harvesting (RWH) system storage sizing and reliability determination.
Kurt Wurthmann
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Bootstrapping Empirical Functions [PDF]
, 1986 In our previous sections we have established weak convergence of mean residual life, total time of test, Lorenz and Goldie processes to appropriate Gaussian processes. Apart from a few special cases (cf. Section 8), these limiting processes are functions of the underlying distributions.
Miklós Csörgő +2 more
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Consistency of the Frequency Domain Bootstrap for differentiable functionals [PDF]
Electronic Journal of Statistics, 2021 The classical frequency domain bootstrap (FDB) is investigated and analyzed herein. First some well-known bootstrap consistency results for spectral density functions are revisited and then the article focuses on smooth functions of linear functionals by providing the necessary and sufficient conditions for the validity of the FDB.
Bertail, Patrice, Dudek, Anna
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The HFA‐PEFF score identifies ‘early‐HFpEF’ phenogroups associated with distinct biomarker profiles
ESC Heart Failure, 2022 Aims The HFA‐PEFF score was developed to optimize diagnosis and to aid in early recognition of heart failure (HF) with preserved ejection fraction (HFpEF) in patients who present with HF‐like symptoms.
Michiel T.H.M. Henkens +11 more
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Homomorphic Evaluation of Neural Networks Using Functional Bootstrapping with CKKS
Future InternetIn this work, the newly developed functional bootstrapping (FBT) for the Cheon–Kim–Kim–Song (CKKS) scheme is used for the first time to homomorphically evaluate an encrypted neural network.
Mona Scheerer +1 more
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Evaluating Larger Lookup Tables using CKKS
Transactions on Cryptographic Hardware and Embedded SystemsThe Cheon–Kim–Kim–Song (CKKS) scheme is a fully homomorphic encryption scheme that traditionally supports only the evaluation of smooth functions. Recent works have enabled the evaluation of arbitrary (discontinuous) integer functions represented as ...
Jules Dumezy +5 more
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D3GRN: a data driven dynamic network construction method to infer gene regulatory networks
BMC Genomics, 2019 Background To infer gene regulatory networks (GRNs) from gene-expression data is still a fundamental and challenging problem in systems biology. Several existing algorithms formulate GRNs inference as a regression problem and obtain the network with an ...
Xiang Chen +4 more
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