Visualizing Linear Models - W. D. Brinda
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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 ... Full description
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Description
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.
More Information
| Author | W. D. Brinda |
|---|---|
| Publisher | Springer Nature Switzerland |
| Release year | 2022 |
| Cover type | Softcover |
| EAN | 9783030641696 |