Visualizing Linear Models

Brinda, W. D.

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.

Details

Published by: Springer

Publication Date: 2021-02-25

Format: Hardcover

ISBN-13: 9783030641665

DOI: 10.1007/978-3-030-64167-2

Dimensions: 235cm x155cm

Pages: 167