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Statistical Learning from a Regression Perspective [[electronic resource] /] / by Richard A. Berk
| Statistical Learning from a Regression Perspective [[electronic resource] /] / by Richard A. Berk |
| Autore | Berk Richard A |
| Edizione | [3rd ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (xxvi, 433 pages) : illustrations |
| Disciplina | 519.5 |
| Collana | Springer Texts in Statistics |
| Soggetto topico |
Statistics
Probabilities Public health Psychology—Methodology Psychological measurement Social sciences Statistical Theory and Methods Probability Theory and Stochastic Processes Statistics for Social Sciences, Humanities, Law Public Health Psychological Methods/Evaluation Methodology of the Social Sciences |
| ISBN | 3-030-40189-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- Preface To Second Edition -- Preface To Third Edition -- 1 Statistical Learning as a Regression Problem -- 2 Splines, Smoothers, and Kernels -- 3 Classification and Regression Trees (CART) -- 4 Bagging -- 5 Random Forests -- 6 Boosting -- 7 Support Vector Machines -- 8 Neural Networks -- 9 Reinforcement Learning and Genetic Algorithms -- 10 Integration Themes and a Bit of Craft Lore -- Index. . |
| Record Nr. | UNISA-996418276503316 |
Berk Richard A
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Statistical Learning from a Regression Perspective / / by Richard A. Berk
| Statistical Learning from a Regression Perspective / / by Richard A. Berk |
| Autore | Berk Richard A |
| Edizione | [3rd ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (xxvi, 433 pages) : illustrations |
| Disciplina | 519.5 |
| Collana | Springer Texts in Statistics |
| Soggetto topico |
Statistics
Probabilities Social sciences - Statistical methods Public health Psychology - Methodology Sociology - Methodology Statistical Theory and Methods Probability Theory Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy Public Health Psychological Methods Sociological Methods |
| ISBN |
9783030401894
3030401898 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- Preface To Second Edition -- Preface To Third Edition -- 1 Statistical Learning as a Regression Problem -- 2 Splines, Smoothers, and Kernels -- 3 Classification and Regression Trees (CART) -- 4 Bagging -- 5 Random Forests -- 6 Boosting -- 7 Support Vector Machines -- 8 Neural Networks -- 9 Reinforcement Learning and Genetic Algorithms -- 10 Integration Themes and a Bit of Craft Lore -- Index. . |
| Record Nr. | UNINA-9910484659403321 |
|
Berk Richard A
|
||
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Statistical Learning from a Regression Perspective / / by Richard A. Berk
| Statistical Learning from a Regression Perspective / / by Richard A. Berk |
| Autore | Berk Richard A |
| Edizione | [2nd ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XXIII, 347 p. 120 illus., 91 illus. in color.) |
| Disciplina | 519.2 |
| Collana | Springer Texts in Statistics |
| Soggetto topico |
Statistics
Probabilities Social sciences - Statistical methods Public health Psychology - Methodology Sociology - Methodology Statistical Theory and Methods Probability Theory Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy Public Health Psychological Methods Sociological Methods |
| ISBN |
9783319440484
3319440489 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Statistical Learning as a Regression Problem -- Splines, Smoothers, and Kernels -- Classification and Regression Trees (CART) -- Bagging -- Random Forests -- Boosting -- Support Vector Machines -- Some Other Procedures Briefly -- Broader Implications and a Bit of Craft Lore. |
| Record Nr. | UNINA-9910254092303321 |
|
Berk Richard A
|
||
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Statistical learning from a regression perspective [[electronic resource] /] / Richard A. Berk
| Statistical learning from a regression perspective [[electronic resource] /] / Richard A. Berk |
| Autore | Berk Richard A |
| Edizione | [1st ed. 2008.] |
| Pubbl/distr/stampa | New York, : Springer, 2008 |
| Descrizione fisica | 1 online resource (377 p.) |
| Disciplina | 519.5/36 |
| Collana | Springer series in statistics |
| Soggetto topico | Regression analysis |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-281-49137-3
9786611491376 0-387-77501-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Statistical Learning as a Regression Problem -- Regression Splines and Regression Smoothers -- Classification and Regression Trees (CART) -- Bagging -- Random Forests -- Boosting -- Support Vector Machines -- Broader Implications and a Bit of Craft Lore. |
| Record Nr. | UNINA-9910451546003321 |
|
Berk Richard A
|
||
| New York, : Springer, 2008 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Statistical learning from a regression perspective [[electronic resource] /] / Richard A. Berk
| Statistical learning from a regression perspective [[electronic resource] /] / Richard A. Berk |
| Autore | Berk Richard A |
| Edizione | [1st ed. 2008.] |
| Pubbl/distr/stampa | New York, : Springer, 2008 |
| Descrizione fisica | 1 online resource (377 p.) |
| Disciplina | 519.5/36 |
| Collana | Springer series in statistics |
| Soggetto topico | Regression analysis |
| ISBN |
1-281-49137-3
9786611491376 0-387-77501-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Statistical Learning as a Regression Problem -- Regression Splines and Regression Smoothers -- Classification and Regression Trees (CART) -- Bagging -- Random Forests -- Boosting -- Support Vector Machines -- Broader Implications and a Bit of Craft Lore. |
| Record Nr. | UNINA-9910777458303321 |
|
Berk Richard A
|
||
| New York, : Springer, 2008 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Statistical Learning from a Regression Perspective / / by Richard A. Berk
| Statistical Learning from a Regression Perspective / / by Richard A. Berk |
| Autore | Berk Richard A |
| Edizione | [1st ed. 2008.] |
| Pubbl/distr/stampa | New York, NY : , : Springer New York : , : Imprint : Springer, , 2008 |
| Descrizione fisica | 1 online resource (377 p.) |
| Disciplina | 519.5/36 |
| Collana | Springer Series in Statistics |
| Soggetto topico |
Probabilities
Social sciences - Statistical methods Statistics Public health Psychology - Methodology Sociology - Methodology Probability Theory Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy Statistical Theory and Methods Public Health Psychological Methods Sociological Methods |
| ISBN |
9786611491376
9781281491374 1281491373 9780387775012 0387775013 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Statistical Learning as a Regression Problem -- Regression Splines and Regression Smoothers -- Classification and Regression Trees (CART) -- Bagging -- Random Forests -- Boosting -- Support Vector Machines -- Broader Implications and a Bit of Craft Lore. |
| Record Nr. | UNINA-9910968706203321 |
|
Berk Richard A
|
||
| New York, NY : , : Springer New York : , : Imprint : Springer, , 2008 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||