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Modern Statistical Methods for Health Research / Yichuan Zhao, (Din) Ding-Geng Chen editors
| Modern Statistical Methods for Health Research / Yichuan Zhao, (Din) Ding-Geng Chen editors |
| Pubbl/distr/stampa | Cham, : Springer, 2021 |
| Descrizione fisica | xxv, 496 p. : ill. ; 24 cm |
| Soggetto topico |
00B15 - Collections of articles of miscellaneous specific interest [MSC 2020]
62-XX - Statistics [MSC 2020] 62N05 - Reliability and life testing [MSC 2020] 62P10 - Applications of statistics to biology and medical sciences; meta analysis [MSC 2020] 62R10 - Functional data analysis [MSC 2020] |
| Soggetto non controllato |
Alzheimer's disease
Biological network Classification Classifier Clinical trial Clustering methods Electronic health records Flase discovery rate Fluorence image data Functional data analysis Gene expression analysis Genome wide association studies Infectious disease epidemiology Support vector machine Surveillance streams Survival analysis |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0274980 |
| Cham, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Modern Statistical Methods for Health Research / Yichuan Zhao, (Din) Ding-Geng Chen editors
| Modern Statistical Methods for Health Research / Yichuan Zhao, (Din) Ding-Geng Chen editors |
| Pubbl/distr/stampa | Cham, : Springer, 2021 |
| Descrizione fisica | xxv, 496 p. : ill. ; 24 cm |
| Soggetto topico |
00B15 - Collections of articles of miscellaneous specific interest [MSC 2020]
62-XX - Statistics [MSC 2020] 62N05 - Reliability and life testing [MSC 2020] 62P10 - Applications of statistics to biology and medical sciences; meta analysis [MSC 2020] 62R10 - Functional data analysis [MSC 2020] |
| Soggetto non controllato |
Alzheimer's disease
Biological network Classification Classifier Clinical trial Clustering methods Electronic health records Flase discovery rate Fluorence image data Functional data analysis Gene expression analysis Genome wide association studies Infectious disease epidemiology Support vector machine Surveillance streams Survival analysis |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00274980 |
| Cham, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
New Advances in Statistics and Data Science / Ding-Geng Chen ... [et al.] editors
| New Advances in Statistics and Data Science / Ding-Geng Chen ... [et al.] editors |
| Pubbl/distr/stampa | Cham, : Springer, 2017 |
| Descrizione fisica | xxiii, 348 p. : ill. ; 24 cm |
| Soggetto topico |
00B25 - Proceedings of conferences of miscellaneous specific interest [MSC 2020]
62-XX - Statistics [MSC 2020] 62P10 - Applications of statistics to biology and medical sciences; meta analysis [MSC 2020] 62P20 - Applications of statistics to economics [MSC 2020] 62R07 - Statistical aspects of big data and data science [MSC 2020] 68T09 - Computational aspects of data analysis and big data [MSC 2020] |
| Soggetto non controllato |
Big Data
Clinical trials design DNA statistical analysis Functional data analysis Gene expression analysis High dimensional statistical method Longitudinal data analysis Nonparametric Statistics Phylogeny-based Kernels Spline growth model Statistical Methods Statistical genetics and bioinformatics Statistical shape analysis Survival data analysis Uncertainty Quantification |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0124336 |
| Cham, : Springer, 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
New Advances in Statistics and Data Science / Ding-Geng Chen ... [et al.] editors
| New Advances in Statistics and Data Science / Ding-Geng Chen ... [et al.] editors |
| Pubbl/distr/stampa | Cham, : Springer, 2017 |
| Descrizione fisica | xxiii, 348 p. : ill. ; 24 cm |
| Soggetto topico |
00B25 - Proceedings of conferences of miscellaneous specific interest [MSC 2020]
62-XX - Statistics [MSC 2020] 62P10 - Applications of statistics to biology and medical sciences; meta analysis [MSC 2020] 62P20 - Applications of statistics to economics [MSC 2020] 62R07 - Statistical aspects of big data and data science [MSC 2020] 68T09 - Computational aspects of data analysis and big data [MSC 2020] |
| Soggetto non controllato |
Big Data
Clinical trials design DNA statistical analysis Functional data analysis Gene expression analysis High dimensional statistical methods Longitudinal data analysis Nonparametric Statistics Phylogeny-based Kernels Spline growth model Statistical Methods Statistical genetics and bioinformatics Statistical shape analysis Survival data analysis Uncertainty Quantification |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN00124336 |
| Cham, : Springer, 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
New Frontiers of Biostatistics and Bioinformatics / Yichuan Zhao, Ding-Geng Chen editors
| New Frontiers of Biostatistics and Bioinformatics / Yichuan Zhao, Ding-Geng Chen editors |
| Pubbl/distr/stampa | Cham, : Springer, 2018 |
| Descrizione fisica | xxiv, 463 p. : ill. ; 24 cm |
| Soggetto topico |
92-XX - Biology and other natural sciences [MSC 2020]
92B15 - General Biostatistics [MSC 2020] |
| Soggetto non controllato |
Adaptive Design
Biostatistical Procedures Competing Risk Data Analysis Complex data analysis Data Mining Density Estimation Functional data Gene expression analysis High dimensional statistical method Image Data Analysis Longitudinal data Mixture Model Analysis Multivariate Survival Data Analysis Network analysis Variable Selection Wavelets fMRI data analysis |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0124885 |
| Cham, : Springer, 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
New Frontiers of Biostatistics and Bioinformatics / Yichuan Zhao, Ding-Geng Chen editors
| New Frontiers of Biostatistics and Bioinformatics / Yichuan Zhao, Ding-Geng Chen editors |
| Pubbl/distr/stampa | Cham, : Springer, 2018 |
| Descrizione fisica | xxiv, 463 p. : ill. ; 24 cm |
| Soggetto topico |
92-XX - Biology and other natural sciences [MSC 2020]
92B15 - General Biostatistics [MSC 2020] |
| Soggetto non controllato |
Adaptive Design
Biostatistical Procedures Competing Risk Data Analysis Complex data analysis Data Mining Density Estimation Functional data Gene expression analysis High dimensional statistical methods Image Data Analysis Longitudinal data Mixture Model Analysis Multivariate Survival Data Analysis Network analysis Variable Selection Wavelets fMRI data analysis |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN00124885 |
| Cham, : Springer, 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Nonnegative matrix factorization / Nicolas Gillis
| Nonnegative matrix factorization / Nicolas Gillis |
| Autore | Gillis, Nicolas |
| Pubbl/distr/stampa | Philadelphia, : SIAM, 2021 |
| Descrizione fisica | xix, 350 p. : ill. ; 26 cm |
| Soggetto topico |
68-XX - Computer science [MSC 2020]
15B48 - Positive matrices and their generalizations; cones of matrices [MSC 2020] 15-XX - Linear and multilinear algebra; matrix theory [MSC 2020] 68T10 - Pattern recognition, speech recognition [MSC 2020] 15A23 - Factorization of matrices [MSC 2020] 68T09 - Computational aspects of data analysis and big data [MSC 2020] 65F55 - Numerical methods for low-rank matrix approximation; matrix compression [MSC 2020] |
| Soggetto non controllato |
Computational complexity
Dictionary learning Gene expression analysis Hyperspectral Imaging Matrix Factorization Non-linear optimization Nonnegative matrix factorization Principal component analysis Recommender systems Singular value decomposition Sparsity audio source separation beta-divergences blind source separation block coordinate descent methods communication complexity extended formulations feature extraction identifiability linear dimensionality reduction low-rank matrix approximations multiplicative updates nested polytope problem nonnegative rank self-modeling curve resolution separability topic modeling |
| ISBN | 978-16-11-97640-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0265397 |
Gillis, Nicolas
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| Philadelphia, : SIAM, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Nonnegative matrix factorization / Nicolas Gillis
| Nonnegative matrix factorization / Nicolas Gillis |
| Autore | Gillis, Nicolas |
| Pubbl/distr/stampa | Philadelphia, : SIAM, 2021 |
| Descrizione fisica | xix, 350 p. : ill. ; 26 cm |
| Soggetto topico |
15-XX - Linear and multilinear algebra; matrix theory [MSC 2020]
15A23 - Factorization of matrices [MSC 2020] 15B48 - Positive matrices and their generalizations; cones of matrices [MSC 2020] 65F55 - Numerical methods for low-rank matrix approximation; matrix compression [MSC 2020] 68-XX - Computer science [MSC 2020] 68T09 - Computational aspects of data analysis and big data [MSC 2020] 68T10 - Pattern recognition, speech recognition [MSC 2020] |
| Soggetto non controllato |
Computational complexity
Dictionary learning Gene expression analysis Hyperspectral Imaging Matrix Factorization Non-linear optimization Nonnegative matrix factorization Principal component analysis Recommender systems Singular value decomposition Sparsity Topic modeling audio source separation beta-divergences blind source separation block coordinate descent methods communication complexity extended formulations feature extraction identifiability linear dimensionality reduction low-rank matrix approximations multiplicative updates nested polytope problem nonnegative rank self-modeling curve resolution separability |
| ISBN | 978-16-11-97640-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00265397 |
|
Gillis, Nicolas
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| Philadelphia, : SIAM, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Primer to analysis of genomic data using R / Cedric Gondro
| Primer to analysis of genomic data using R / Cedric Gondro |
| Autore | Gondro, Cedric |
| Pubbl/distr/stampa | [Cham], : Springer, 2015 |
| Descrizione fisica | XVI, 270 p. : ill. ; 24 cm |
| Soggetto topico |
92-XX - Biology and other natural sciences [MSC 2020]
92D15 - Problems related to evolution [MSC 2020] 92D10 - Genetics and epigenetics [MSC 2020] 92C40 - Biochemistry, molecular biology [MSC 2020] |
| Soggetto non controllato |
Analysis of phylogenies
Databases and functional analysis Gene expression Gene expression analysis Genome wide association studies Genomic analysis using R Microarrays Pathway analysis |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0113345 |
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Gondro, Cedric
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| [Cham], : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Primer to analysis of genomic data using R / Cedric Gondro
| Primer to analysis of genomic data using R / Cedric Gondro |
| Autore | Gondro, Cedric |
| Pubbl/distr/stampa | [Cham], : Springer, 2015 |
| Descrizione fisica | XVI, 270 p. : ill. ; 24 cm |
| Soggetto topico |
92-XX - Biology and other natural sciences [MSC 2020]
92C40 - Biochemistry, molecular biology [MSC 2020] 92D10 - Genetics and epigenetics [MSC 2020] 92D15 - Problems related to evolution [MSC 2020] |
| Soggetto non controllato |
Analysis of phylogenies
Database Gene expression Gene expression analysis Genome wide association studies Genomic analysis using R Microarrays Pathway analysis |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN00113345 |
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Gondro, Cedric
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| [Cham], : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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