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Visualizing Linear Models

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Visualizing Linear Models

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Visualizing Linear Models/ by W. D. Brinda.
作者:	Brinda, W. D.
面頁冊數:	XVI, 167 p. 43 illus., 23 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Linear Algebra. -
電子資源:	https://doi.org/10.1007/978-3-030-64167-2
ISBN:	9783030641672

Visualizing Linear Models
Brinda, W. D.

Visualizing Linear Models[electronic resource] /by W. D. Brinda. - 1st ed. 2021. - XVI, 167 p. 43 illus., 23 illus. in color.online resource.

Preface -- Review: Linear Algebra -- Least-Squares Regression -- Review: Random Vectors -- The Linear Model -- Review: Normality -- Normal Errors.

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.

ISBN: 9783030641672

Standard No.: 10.1007/978-3-030-64167-2doiSubjects--Topical Terms:

1207620
Linear Algebra.

LC Class. No.: QA276-280

Dewey Class. No.: 519.5

Visualizing Linear Models
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