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Basic Elements of Computational Statistics / Wolfgang Karl Härdle, Ostap Okhrin, Yarema Okhrin
| Basic Elements of Computational Statistics / Wolfgang Karl Härdle, Ostap Okhrin, Yarema Okhrin |
| Autore | Härdle, Wolfgang Karl |
| Pubbl/distr/stampa | Cham, : Springer, 2017 |
| Descrizione fisica | xxi, 305 p. : ill. ; 24 cm |
| Altri autori (Persone) |
Okhrin, Ostap
Okhrin, Yarema |
| Soggetto topico |
62-XX - Statistics [MSC 2020]
62G07 - Density estimation [MSC 2020] 62Jxx - Linear inference, regression [MSC 2020] 62G08 - Nonparametric regression and quantile regression [MSC 2020] 62H15 - Hypothesis testing in multivariate analysis [MSC 2020] |
| Soggetto non controllato |
Computational statistics
Data reproducibility Graphical techniques High dimensional data analysis Multivariate statistical analysis Nonparametric methods Numerical techniques in statistics Programming language R Quantlets R sniplet Random numbers Regression Univariate statistical analysis Visualization |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0123979 |
Härdle, Wolfgang Karl
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| Cham, : Springer, 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Big and Complex Data Analysis : Methodologies and Applications / S. Ejaz Ahmed Editor
| Big and Complex Data Analysis : Methodologies and Applications / S. Ejaz Ahmed Editor |
| Pubbl/distr/stampa | Cham, : Springer, 2017 |
| Descrizione fisica | xiv, 385 p. : ill. ; 24 cm |
| Soggetto topico | 62-XX - Statistics [MSC 2020] |
| Soggetto non controllato |
Applications with real data sets
Big data analysis Complex data analysis Estimation and prediction High dimensional data analysis Model selection Shrinkage estimation |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0123738 |
| Cham, : Springer, 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Handbook of Big Data Analytics / Wolfgang Karl Härdle, Henry Horng-Shing Lu, Xiaotong Shen editors
| Handbook of Big Data Analytics / Wolfgang Karl Härdle, Henry Horng-Shing Lu, Xiaotong Shen editors |
| Pubbl/distr/stampa | Cham, : Springer, 2018 |
| Descrizione fisica | viii, 538 p. : ill. ; 24 cm |
| Soggetto topico |
68-XX - Computer science [MSC 2020]
62-XX - Statistics [MSC 2020] 62R07 - Statistical aspects of big data and data science [MSC 2020] 68Pxx - Theory of data [MSC 2020] 68T09 - Computational aspects of data analysis and big data [MSC 2020] |
| Soggetto non controllato |
Big Data
Computational statistics Data Analytics High dimensional data analysis Quantlets Software-Hardware Co-Designs |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0124731 |
| Cham, : Springer, 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Matrices, Statistics and Big Data : Selected Contributions from IWMS 2016 / S. Ejaz Ahmed, Francisco Carvalho, Simo Puntanen editors
| Matrices, Statistics and Big Data : Selected Contributions from IWMS 2016 / S. Ejaz Ahmed, Francisco Carvalho, Simo Puntanen editors |
| Pubbl/distr/stampa | Cham, : Springer, 2019 |
| Descrizione fisica | xii, 190 p. : ill. ; 24 cm |
| Soggetto topico |
60Jxx - Markov processes [MSC 2020]
60-XX - Probability theory and stochastic processes [MSC 2020] 15-XX - Linear and multilinear algebra; matrix theory [MSC 2020] 62Kxx - Design of statistical experiments [MSC 2020] 62Hxx - Multivariate analysis [MSC 2020] 62R07 - Statistical aspects of big data and data science [MSC 2020] 62Jxx - Linear inference, regression [MSC 2020] 15Axx - Basic linear algebra [MSC 2020] 15Bxx - Special matrices [MSC 2020] 68T09 - Computational aspects of data analysis and big data [MSC 2020] |
| Soggetto non controllato |
Big data analytics
Correlated and complex data Experimental designs High dimensional data analysis Linear algebra Matrix inequalities Matrix theory Multivariate linear models Numerical linear algebra Shrinkage estimation strategy Statistical models |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0127018 |
| Cham, : Springer, 2019 | ||
| 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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