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Statistical learning from a regression perspective / Richard A. Berk
| Statistical learning from a regression perspective / Richard A. Berk |
| Autore | Berk, Richard A. |
| Edizione | [3. ed] |
| Pubbl/distr/stampa | Cham, : Springer, 2020 |
| Descrizione fisica | xvii, 358 p. : ill. ; 24 cm |
| Soggetto topico |
62-XX - Statistics [MSC 2020]
68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020] 62G08 - Nonparametric regression and quantile regression [MSC 2020] 62P25 - Applications of statistics to social sciences [MSC 2020] |
| Soggetto non controllato |
Bagging
Boosting Classification Decision Trees Generalized additive model Machine learning Neural networks Random forests Support Vector Machines |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0249858 |
Berk, Richard A.
|
||
| Cham, : Springer, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Statistical learning from a regression perspective / Richard A. Berk
| Statistical learning from a regression perspective / Richard A. Berk |
| Autore | Berk, Richard A. |
| Edizione | [3. ed] |
| Pubbl/distr/stampa | Cham, : Springer, 2020 |
| Descrizione fisica | xvii, 358 p. : ill. ; 24 cm |
| Soggetto topico |
62-XX - Statistics [MSC 2020]
62G08 - Nonparametric regression and quantile regression [MSC 2020] 62P25 - Applications of statistics to social sciences [MSC 2020] 68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020] |
| Soggetto non controllato |
Bagging
Boosting Classification Decision Trees Generalized additive model Machine learning Neural networks Random forests Support Vector Machines |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN00249858 |
|
Berk, Richard A.
|
||
| Cham, : Springer, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Statistical learning from a regression perspective / Richard A. Berk
| Statistical learning from a regression perspective / Richard A. Berk |
| Autore | Berk, Richard A. |
| Edizione | [2. ed] |
| Pubbl/distr/stampa | [Cham], : Springer, 2016 |
| Descrizione fisica | XXXV, 347 p. : ill. ; 24 cm |
| Soggetto topico |
62-XX - Statistics [MSC 2020]
68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020] 62P10 - Applications of statistics to biology and medical sciences; meta analysis [MSC 2020] 62G08 - Nonparametric regression and quantile regression [MSC 2020] 62P25 - Applications of statistics to social sciences [MSC 2020] |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-SUN0115380 |
|
Berk, Richard A.
|
||
| [Cham], : Springer, 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Statistical learning from a regression perspective / Richard A. Berk
| Statistical learning from a regression perspective / Richard A. Berk |
| Autore | Berk, Richard A. |
| Edizione | [2. ed] |
| Pubbl/distr/stampa | [Cham], : Springer, 2016 |
| Descrizione fisica | XXXV, 347 p. : ill. ; 24 cm |
| Soggetto topico |
62-XX - Statistics [MSC 2020]
68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020] 62P10 - Applications of statistics to biology and medical sciences; meta analysis [MSC 2020] 62G08 - Nonparametric regression and quantile regression [MSC 2020] 62P25 - Applications of statistics to social sciences [MSC 2020] |
| Soggetto non controllato |
Classification
Random forests Regression analysis Statistical learning Statistics for social sciences Support Vector Machines |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0115380 |
|
Berk, Richard A.
|
||
| [Cham], : Springer, 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||
Statistical learning from a regression perspective / Richard A. Berk
| Statistical learning from a regression perspective / Richard A. Berk |
| Autore | Berk, Richard A. |
| Edizione | [2. ed] |
| Pubbl/distr/stampa | [Cham], : Springer, 2016 |
| Descrizione fisica | XXXV, 347 p. : ill. ; 24 cm |
| Soggetto topico |
62-XX - Statistics [MSC 2020]
62G08 - Nonparametric regression and quantile regression [MSC 2020] 62P10 - Applications of statistics to biology and medical sciences; meta analysis [MSC 2020] 62P25 - Applications of statistics to social sciences [MSC 2020] 68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020] |
| Soggetto non controllato |
Classification
Random forests Regression analysis Statistical learning Statistics for social sciences Support Vector Machines |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN00115380 |
|
Berk, Richard A.
|
||
| [Cham], : Springer, 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
| ||