书目名称 | Visualizing Linear Models |
编辑 | W. D. Brinda |
视频video | http://file.papertrans.cn/984/983882/983882.mp4 |
概述 | 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 fund |
图书封面 |  |
描述 | .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.. |
出版日期 | Textbook 2021 |
关键词 | linear model; linear algebra; linear regression; random vectors; statistical theory; least-squares fittin |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-030-64167-2 |
isbn_softcover | 978-3-030-64169-6 |
isbn_ebook | 978-3-030-64167-2 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |