Book ; Online: Big Data Analytics and Information Science for Business and Biomedical Applications II
2022
Keywords | Information technology industries ; Computer science ; bandwidth selection ; correlation ; edge-preserving image denoising ; image sequence ; jump regression analysis ; local smoothing ; nonparametric regression ; spatio-temporal data ; linear mixed model ; ridge estimation ; pretest and shrinkage estimation ; multicollinearity ; asymptotic bias and risk ; LASSO estimation ; high-dimensional data ; big data adaptation ; dividend estimation ; options markets ; weighted least squares ; online health community ; social support ; network analysis ; cancer ; functional principal component analysis ; functional predictor ; linear mixed-effects model ; mobile device ; sparse group regularization ; wearable device data ; Bayesian modeling ; functional regression ; gestational weight ; infant birth weight ; joint modeling ; longitudinal data ; maternal weight gain ; transfer learning ; deep learning ; pretrained neural networks ; chest X-ray images ; lung diseases ; causal structure learning ; consistency ; FCI algorithm ; high dimensionality ; nonparametric testing ; PC algorithm ; fMRI ; functional connectivity ; brain network ; Human Connectome Project ; statistics |
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Language | English |
Size | 1 electronic resource (196 pages) |
Publisher | MDPI - Multidisciplinary Digital Publishing Institute |
Publishing place | Basel |
Document type | Book ; Online |
Note | English |
HBZ-ID | HT030380652 |
ISBN | 9783036555508 ; 3036555501 |
Database | ZB MED Catalogue: Medicine, Health, Nutrition, Environment, Agriculture |
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