Visualizing Linear Models 2021 Edition Contributor(s): Brinda, W. D. (Author) |
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ISBN: 303064166X ISBN-13: 9783030641665 Publisher: Springer OUR PRICE: $94.99 Product Type: Hardcover Published: February 2021 |
Additional Information |
BISAC Categories: - Mathematics | Probability & Statistics - Regression Analysis - Mathematics | Algebra - Linear |
Physical Information: 0.5" H x 7.7" W x 9.4" (0.90 lbs) 167 pages |
Descriptions, Reviews, Etc. |
Publisher 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. |