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Visualizing Linear Models
Hardcover
AlgebraProbability & Statistics
ISBN13: 9783030641665
Publisher: Springer
Published: Feb 25 2021
Pages: 167
Weight: 0.90
Height: 0.50 Width: 7.70 Depth: 9.40
Language: English
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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