Visualizing linear models / W.D. Brinda.

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Visualizing linear models / W.D. Brinda.

9783030641672 (electronic bk.)
3030641678 (electronic bk.)
303064166X
9783030641665

Cham, Switzerland : Springer, [2021]

English

1 online resource

10.1007/978-3-030-64167-2 doi

QA279 .B75 2021

519.5

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.

Includes bibliographical references and index.

Access limited to authorized users.

Online resource; title from digital title page (viewed on March 30, 2021).

Print version: 9783030641665

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