Visualizing Linear Models
Produktnummer:
18fbf0705e23674f358dd87d4c5a9e26d7
| Autor: | Brinda, W. D. |
|---|---|
| Themengebiete: | least-squares fitting linear algebra linear model linear regression random vectors statistical theory |
| Veröffentlichungsdatum: | 25.02.2022 |
| EAN: | 9783030641696 |
| Sprache: | Englisch |
| Seitenzahl: | 167 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Springer International Publishing |
Produktinformationen "Visualizing Linear Models"
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.
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