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Nonparametric Statistical Inference with an Emphasis on Information-Theoretic Methods
| Nonparametric Statistical Inference with an Emphasis on Information-Theoretic Methods |
| Autore | Mielniczuk Jan |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 electronic resource (226 p.) |
| Soggetto topico |
Technology: general issues
History of engineering & technology Mechanical engineering & materials |
| Soggetto non controllato |
high-dimensional time series
nonstationarity network estimation change points kernel estimation high-dimensional regression loss function random predictors misspecification consistent selection subgaussianity generalized information criterion robustness statistical learning theory information theory entropy parameter estimation learning systems privacy prediction methods misclassification risk model misspecification penalized estimation supervised classification variable selection consistency archimedean copula consistency estimation extreme-value copula tail dependency multivariate analysis conditional mutual information CMI information measures nonparametric variable selection criteria gaussian mixture conditional infomax feature extraction CIFE joint mutual information criterion JMI generative tree model Markov blanket minimum distance estimation maximum likelihood estimation influence functions adaptive splines B-splines right-censored data semiparametric regression synthetic data transformation time series |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910576873203321 |
Mielniczuk Jan
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| MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Symmetry in Engineering Sciences
| Symmetry in Engineering Sciences |
| Autore | Montoya Francisco G |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 electronic resource (220 p.) |
| Soggetto non controllato |
edge preserving
fault diagnosis accessibility urban traffic planning sensitivity analysis graphic modelling Coalbrookdale (Shropshire) mobile robot asymmetry convexity/concavity flying buttresses vibration time-space network linearization technique friction damping adaptive threshold ring damper broad learning model Hilbert transform express shipment symmetry traffic control railcar flow distribution optimization industrial archaeology high order urban hospitals (HOUHs) thin-walled gear rampant arch traffic congestion railway transportation robots virtual reconstruction feature selection geometric modeling path search industrial heritage weighted mean filter topology A* algorithm traffic forecasting feature interaction classification peaks distribution rolling bearings noise detector 3D slicer inclined plane computing applications environmental modeling extension service network design evaluation model anomaly detection random forest local preserving projection complex networks computer engineering electronic devices BP neural network mechanical structures segmentation lifting wavelet semi-supervised random forest railway network cathedral local monotonicity aged optimum path planning local data features local inflection conditional mutual information energy dissipation support vector machine variational mode decomposition Agustín de Betancourt optimization criteria tumor trip impedance based on public transportation Fisher linear discriminant analysis synchronization clustering geometry electrical circuits random value impulse noise |
| ISBN | 3-03921-875-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910367742303321 |
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Montoya Francisco G
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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