Results 1 to 10 of about 33,054,453 (365)
K-Nearest Neighbor Estimation of Functional Nonparametric Regression Model under NA Samples
Axioms, 2022 Functional data, which provides information about curves, surfaces or anything else varying over a continuum, has become a commonly encountered type of data.
Xueping Hu +3 more
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mSphereHost-microbe biology (HMB) stands on the cusp of redefinition, challenging conventional paradigms to instead embrace a more holistic understanding of the microbial sciences. The American Society for Microbiology (ASM) Council on Microbial Sciences hosted
Monica C. Gestal +3 more
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Differential Monocyte Actuation in a Three‐Organ Functional Innate Immune System‐on‐a‐Chip
Advanced Science, 2020 A functional, human, multiorgan, pumpless, immune system‐on‐a‐chip featuring recirculating THP‐1 immune cells with cardiomyocytes, skeletal muscle, and liver in separate compartments in a serum‐free medium is developed. This in vitro platform can emulate
Trevor Sasserath +10 more
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An Adaptive-to-Model Test for Parametric Functional Single-Index Model
Mathematics, 2023 Model checking methods based on non-parametric estimation are widely used because of their tractable limiting null distributions and being sensitive to high-frequency oscillation alternative models.
Lili Xia, Tingyu Lai, Zhongzhan Zhang
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Computational statistics (Zeitschrift), 2018 Functional data, i.e., observations represented by curves or functions, frequently arise in various fields. The theory and practice of statistical methods for such data is referred to as functional data analysis (FDA) which is one of major research ...
Tomasz Górecki, Łukasz Smaga
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Trend filtering for functional data
Stat, 2023 Despite increasing accessibility to function data, effective methods for flexibly estimating underlying functional trend are still scarce. We thereby develop a functional version of trend filtering for estimating trend of functional data indexed by time or on general graph by extending the conventional trend filtering, a powerful nonparametric trend ...
Tomoya Wakayama, Shonosuke Sugasawa
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NCBI GEO: archive for functional genomics data sets—update
Nucleic Acids Res., 2012 The Gene Expression Omnibus (GEO, http://www.ncbi.nlm.nih.gov/geo/) is an international public repository for high-throughput microarray and next-generation sequence functional genomic data sets submitted by the research community.
Tanya Barrett +16 more
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Model‐based clustering and classification of functional data [PDF]
WIREs Data Mining Knowl. Discov., 2018 Complex data analysis is a central topic of modern statistics and learning systems which is becoming of broader interest with the increasing prevalence of high‐dimensional data.
Faicel Chamroukhi, H. Nguyen
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Functional Data Analysis of Dynamic PET Data [PDF]
Journal of the American Statistical Association, 2018 One application of positron emission tomography (PET), a nuclear imaging technique, in neuroscience involves in vivo estimation of the density of various proteins (often, neuroreceptors) in the brain. PET scanning begins with the injection of a radiolabeled tracer that binds preferentially to the target protein; tracer molecules are then continuously ...
Yakuan Chen +2 more
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Frontiers in PharmacologyThe Signal Amplification, Binding affinity, and Receptor-activation Efficacy (SABRE) model is the most recent general and quantitative model of receptor function.
Barbara Olah +10 more
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