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Matrix-based introduction to multivariate data analysis / Kohei Adachi
| Matrix-based introduction to multivariate data analysis / Kohei Adachi |
| Autore | Adachi, Kohei |
| Edizione | [2. ed] |
| Pubbl/distr/stampa | Singapore, : Springer, 2020 |
| Descrizione fisica | xix, 457 p. : ill. ; 24 cm |
| Soggetto topico |
62H12 - Estimation in multivariate analysis [MSC 2020]
62-XX - Statistics [MSC 2020] 15A24 - Matrix equations and identities [MSC 2020] 62H25 - Factor analysis and principal components; correspondence analysis [MSC 2020] 62R07 - Statistical aspects of big data and data science [MSC 2020] |
| Soggetto non controllato |
Data analysis
Matrices Multivariate Analysis Sparse Estimation Statistics Vectors |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0250204 |
Adachi, Kohei
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| Singapore, : Springer, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Modern nonparametric, robust and multivariate methods : festschrift in honour of Hannu Oja / Klaus Nordhausen, Sara Taskinen editors
| Modern nonparametric, robust and multivariate methods : festschrift in honour of Hannu Oja / Klaus Nordhausen, Sara Taskinen editors |
| Pubbl/distr/stampa | [Cham], : Springer, 2015 |
| Descrizione fisica | XX, 506 p. : ill. ; 24 cm |
| Soggetto topico |
62H12 - Estimation in multivariate analysis [MSC 2020]
92C55 - Biomedical imaging and signal processing [MSC 2020] 62H15 - Hypothesis testing in multivariate analysis [MSC 2020] 62H20 - Measures of association (correlation, canonical correlation, etc.) [MSC 2020] 62G10 - Nonparametric hypothesis testing [MSC 2020] 62G35 - Nonparametric robustness [MSC 2020] 62H10 - Multivariate distribution of statistics [MSC 2020] |
| Soggetto non controllato |
Asymptotics
Dimension reduction Multivariate statistics Nonparametric statistical methods Robustness |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0113734 |
| [Cham], : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Modern nonparametric, robust and multivariate methods : festschrift in honour of Hannu Oja / Klaus Nordhausen, Sara Taskinen editors
| Modern nonparametric, robust and multivariate methods : festschrift in honour of Hannu Oja / Klaus Nordhausen, Sara Taskinen editors |
| Edizione | [[Cham] : Springer, 2015] |
| Pubbl/distr/stampa | XX, 506 p., : ill. ; 24 cm |
| Descrizione fisica | Pubblicazione in formato elettronico |
| Soggetto topico |
62H12 - Estimation in multivariate analysis [MSC 2020]
92C55 - Biomedical imaging and signal processing [MSC 2020] 62H15 - Hypothesis testing in multivariate analysis [MSC 2020] 62H20 - Measures of association (correlation, canonical correlation, etc.) [MSC 2020] 62G10 - Nonparametric hypothesis testing [MSC 2020] 62G35 - Nonparametric robustness [MSC 2020] 62H10 - Multivariate distribution of statistics [MSC 2020] |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-SUN0113734 |
| XX, 506 p., : ill. ; 24 cm | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Monte Carlo Methods / Adrian Barbu, Song-Chun Zhu
| Monte Carlo Methods / Adrian Barbu, Song-Chun Zhu |
| Autore | Barbu, Adrian |
| Pubbl/distr/stampa | Singapore, : Springer, 2020 |
| Descrizione fisica | xvi, 422 p. : ill. ; 24 cm |
| Altri autori (Persone) | Zhu, Song-Chun |
| Soggetto topico |
68-XX - Computer science [MSC 2020]
65-XX - Numerical analysis [MSC 2020] 65C05 - Monte Carlo methods [MSC 2020] 62H12 - Estimation in multivariate analysis [MSC 2020] 62-XX - Statistics [MSC 2020] 62J12 - Generalized linear models (logistic models) [MSC 2020] 62J10 - Analysis of variance and covariance (ANOVA) [MSC 2020] 62G05 - Nonparametric estimation [MSC 2020] 62G08 - Nonparametric regression and quantile regression [MSC 2020] |
| Soggetto non controllato |
Artificial Intelligence
Computer Graphics Computer vision Data Driven Markov Chain Monte Carlo Energy Landscape Mapping Gibbs Sampler Hamiltonian Monte Carlo Langevin Monte Carlo Machine learning Markov Chain Monte Carlo Metropolis-Hastings Monte Carlo Methods Sequential Monte Carlo Stochastic Gradient Descent Swendsen-Wang Cuts |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0250212 |
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Barbu, Adrian
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| Singapore, : Springer, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Multivariate Humanities / Pieter M. Kroonenberg
| Multivariate Humanities / Pieter M. Kroonenberg |
| Autore | Kroonenberg, Pieter M. |
| Pubbl/distr/stampa | Cham, : Springer, 2021 |
| Descrizione fisica | xxi, 436 p. : ill. ; 24 cm |
| Soggetto topico |
62H12 - Estimation in multivariate analysis [MSC 2020]
62-XX - Statistics [MSC 2020] 62P10 - Applications of statistics to biology and medical sciences; meta analysis [MSC 2020] 62H30 - Classification and discrimination; cluster analysis (statistical aspects) [MSC 2020] 62P25 - Applications of statistics to social sciences [MSC 2020] |
| Soggetto non controllato |
Archaeology
Biplots Categorical data analysis Cluster analysis Component Analysis Correspondence analysis Descriptive analysis Graphical representation Humanities Multivariate Analysis Three-mode analysis |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0275003 |
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Kroonenberg, Pieter M.
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| Cham, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Multivariate Statistical Methods : Going Beyond the Linear / György Terdik
| Multivariate Statistical Methods : Going Beyond the Linear / György Terdik |
| Autore | Terdik, György |
| Pubbl/distr/stampa | Cham, : Springer, 2021 |
| Descrizione fisica | xiv, 418 p. : ill. ; 24 cm |
| Soggetto topico |
62H12 - Estimation in multivariate analysis [MSC 2020]
62-XX - Statistics [MSC 2020] 62H15 - Hypothesis testing in multivariate analysis [MSC 2020] 62H10 - Multivariate distribution of statistics [MSC 2020] |
| Soggetto non controllato |
Cumulants
Fourier transform Hermite polynomials Kurtosis Multivariate distributions Multivariate skewness and kurtosis Multivariate statistical methods Skewness |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0275005 |
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Terdik, György
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| Cham, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Multivariate statistics : exercises and solutions / Wolfgang Karl Hardle, Zdenek Hlávka
| Multivariate statistics : exercises and solutions / Wolfgang Karl Hardle, Zdenek Hlávka |
| Autore | Härdle, Wolfgang Karl |
| Edizione | [2. ed] |
| Pubbl/distr/stampa | Berlin ; Heidelberg, : Springer, 2015 |
| Descrizione fisica | XXIV, 362 p. : ill. ; 24 cm |
| Altri autori (Persone) | Hlavka, Zdenek |
| Soggetto topico |
62H12 - Estimation in multivariate analysis [MSC 2020]
00A07 - Problem books [MSC 2020] 62-XX - Statistics [MSC 2020] 62Hxx - Multivariate analysis [MSC 2020] 62R07 - Statistical aspects of big data and data science [MSC 2020] 62A09 - Graphical methods [MSC 2020] 62H15 - Hypothesis testing in multivariate analysis [MSC 2020] 68T09 - Computational aspects of data analysis and big data [MSC 2020] |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-SUN0113920 |
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Härdle, Wolfgang Karl
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| Berlin ; Heidelberg, : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Multivariate statistics : exercises and solutions / Wolfgang Karl Hardle, Zdenek Hlávka
| Multivariate statistics : exercises and solutions / Wolfgang Karl Hardle, Zdenek Hlávka |
| Autore | Härdle, Wolfgang Karl |
| Edizione | [2. ed] |
| Pubbl/distr/stampa | Berlin ; Heidelberg, : Springer, 2015 |
| Descrizione fisica | XXIV, 362 p. : ill. ; 24 cm |
| Altri autori (Persone) | Hlavka, Zdenek |
| Soggetto topico |
62H12 - Estimation in multivariate analysis [MSC 2020]
00A07 - Problem books [MSC 2020] 62-XX - Statistics [MSC 2020] 62Hxx - Multivariate analysis [MSC 2020] 62R07 - Statistical aspects of big data and data science [MSC 2020] 62A09 - Graphical methods [MSC 2020] 62H15 - Hypothesis testing in multivariate analysis [MSC 2020] 68T09 - Computational aspects of data analysis and big data [MSC 2020] |
| Soggetto non controllato |
Data analysis
Factor analysis Factor model High dimensional data analysis Multivariate distributions Multivariate statistics Principal component Quantlets Regression models |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0113920 |
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Härdle, Wolfgang Karl
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| Berlin ; Heidelberg, : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Multivariate, Multilinear and Mixed Linear Models / Katarzyna Filipiak, Augustyn Markiewicz, Dietrich von Rosen editors
| Multivariate, Multilinear and Mixed Linear Models / Katarzyna Filipiak, Augustyn Markiewicz, Dietrich von Rosen editors |
| Autore | Filipiak, Katarzyna |
| Pubbl/distr/stampa | Cham, : Springer, 2021 |
| Descrizione fisica | xii, 350 p. : ill. ; 24 cm |
| Altri autori (Persone) |
Markiewicz, Augustyn
Rosen, Dietrich : von |
| Soggetto topico |
62H12 - Estimation in multivariate analysis [MSC 2020]
62-XX - Statistics [MSC 2020] 62J05 - Linear regression; mixed models [MSC 2020] 00B15 - Collections of articles of miscellaneous specific interest [MSC 2020] |
| Soggetto non controllato |
Covariance structure
High-dimensional Assumptions Linear Models Mixed Linear Models Mixed Multivariate Models Multi-level Multivariate Data Sets Multilinear Algebra Multilinear Models Multivariate Analysis Statistical Testing and Estimation |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0275011 |
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Filipiak, Katarzyna
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| Cham, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Non-Asymptotic Analysis of Approximations for Multivariate Statistics / Yasunori Fujikoshi, Vladimir V. Ulyanov
| Non-Asymptotic Analysis of Approximations for Multivariate Statistics / Yasunori Fujikoshi, Vladimir V. Ulyanov |
| Autore | Fujikoshi, Yasunori |
| Pubbl/distr/stampa | Singapore, : Springer, 2020 |
| Descrizione fisica | ix, 130 p. : ill. ; 24 cm |
| Altri autori (Persone) | Ulyanov, Vladimir V. |
| Soggetto topico |
62H12 - Estimation in multivariate analysis [MSC 2020]
62-XX - Statistics [MSC 2020] |
| Soggetto non controllato |
Computable Error Bounds
Cornish-Fisher Expansions Edgeworth Expansions Multivariate statistics Non-asymptotic Analysis |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0250217 |
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Fujikoshi, Yasunori
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| Singapore, : Springer, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Soggetto topico
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62H12 - Estimation in multivariate analysis [MSC 2020]
(55)
- 62-XX - Statistics [MSC 2020] (38)
- 62H15 - Hypothesis testing in multivariate analysis [MSC 2020] (14)
- 62H25 - Factor analysis and principal components; correspondence analysis [MSC 2020] (10)
- 62R07 - Statistical aspects of big data and data science [MSC 2020] (10)