Visualizing Linear Models

Authors: Brinda, W.D.

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  • Features ready-made exercises using a flash card app, available for print or digital use, to improve retention of material
  • Offers a targeted review of relevant, key background topics
  • Presents the fundamentals of visualizing linear models in a compact volume, ideal for a one-semester course
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書籍の購入

イーブック ¥9,151
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • ISBN 978-3-030-64167-2
  • ウォーターマーク付、 DRMフリー
  • ファイル形式: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
ハードカバー ¥11,439
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • ISBN 978-3-030-64166-5
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
この教本について

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.

著者について

Dr. W. D. Brinda is a researcher and lecturer for the department of statistics and data science at Yale University. His research interests include simulated annealing, third moment tensor methods, adaptive estimation, and developing visual ways of understanding statistical concepts. His coauthored work has been published in Statistics and Probability Letters (2019) and IEEE Transactions on Information Theory (2019), among others.

Table of contents (6 chapters)

Table of contents (6 chapters)

書籍の購入

イーブック ¥9,151
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • ISBN 978-3-030-64167-2
  • ウォーターマーク付、 DRMフリー
  • ファイル形式: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
ハードカバー ¥11,439
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • ISBN 978-3-030-64166-5
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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書誌情報

Bibliographic Information
Book Title
Visualizing Linear Models
Authors
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
イーブック ISBN
978-3-030-64167-2
DOI
10.1007/978-3-030-64167-2
ハードカバー ISBN
978-3-030-64166-5
Edition Number
1
Number of Pages
XVI, 167
Number of Illustrations
20 b/w illustrations, 23 illustrations in colour
Topics