Visualizing Linear Models / / by W. D. Brinda
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| Autore: |
Brinda W. D.
|
| Titolo: |
Visualizing Linear Models / / by W. D. Brinda
|
| Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 |
| Edizione: | 1st ed. 2021. |
| Descrizione fisica: | 1 online resource (175 pages) : illustrations |
| Disciplina: | 519.5 |
| Soggetto topico: | Regression analysis |
| Algebras, Linear | |
| Statistics | |
| Linear Models and Regression | |
| Linear Algebra | |
| Statistical Theory and Methods | |
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | Preface -- Review: Linear Algebra -- Least-Squares Regression -- Review: Random Vectors -- The Linear Model -- Review: Normality -- Normal Errors. |
| Sommario/riassunto: | This book provides a visual and intuitive coverage of the core theory of linear models. Designed to develop fluency with the underlying mathematics and to build a deep understanding of the principles, it's an excellent basis for a one-semester course on statistical theory and linear modeling for intermediate undergraduates or graduate students. Three chapters gradually develop the essentials of linear model theory. They are each preceded by a review chapter that covers a foundational prerequisite topic. This classroom-tested work explores two distinct and complementary types of visualization: the “observations picture” and the “variables picture.” To improve retention of material, this book is supplemented by a bank of ready-made practice exercises for students. These are available for digital or print use. |
| Titolo autorizzato: | Visualizing linear models |
| ISBN: | 9783030641672 |
| 3030641678 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910484467103321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |