Visualizing linear models / W.D. Brinda.
Brinda, W. D., author.
2021
QA279 .B75 2021
Available Online

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Title Visualizing linear models / W.D. Brinda.
Author Brinda, W. D., author.
ISBN 9783030641672 (electronic bk.)
3030641678 (electronic bk.)
303064166X
9783030641665
DOI https://doi.org/10.1007/978-3-030-64167-2
Published Cham, Switzerland : Springer, [2021]
Language English
Description 1 online resource
Item Number 10.1007/978-3-030-64167-2 doi
Call Number QA279 .B75 2021
Dewey Decimal Classification 519.5
Summary 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.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from digital title page (viewed on March 30, 2021).
Available in Other Form Print version: 9783030641665
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Preface
Review: Linear Algebra
Least-Squares Regression
Review: Random Vectors
The Linear Model
Review: Normality
Normal Errors.

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