|
|
|
|
LEADER |
01977nmm a2200313 u 4500 |
001 |
EB001959760 |
003 |
EBX01000000000000001122662 |
005 |
00000000000000.0 |
007 |
cr||||||||||||||||||||| |
008 |
210312 ||| eng |
020 |
|
|
|a 9783030641672
|
100 |
1 |
|
|a Brinda, W. D.
|
245 |
0 |
0 |
|a Visualizing Linear Models
|h Elektronische Ressource
|c by W. D. Brinda
|
250 |
|
|
|a 1st ed. 2021
|
260 |
|
|
|a Cham
|b Springer International Publishing
|c 2021, 2021
|
300 |
|
|
|a XVI, 167 p. 43 illus., 23 illus. in color
|b online resource
|
505 |
0 |
|
|a Preface -- Review: Linear Algebra -- Least-Squares Regression -- Review: Random Vectors -- The Linear Model -- Review: Normality -- Normal Errors
|
653 |
|
|
|a Statistical Theory and Methods
|
653 |
|
|
|a Linear Models and Regression
|
653 |
|
|
|a Statistics
|
653 |
|
|
|a Regression analysis
|
653 |
|
|
|a Linear Algebra
|
653 |
|
|
|a Algebras, Linear
|
041 |
0 |
7 |
|a eng
|2 ISO 639-2
|
989 |
|
|
|b Springer
|a Springer eBooks 2005-
|
028 |
5 |
0 |
|a 10.1007/978-3-030-64167-2
|
856 |
4 |
0 |
|u https://doi.org/10.1007/978-3-030-64167-2?nosfx=y
|x Verlag
|3 Volltext
|
082 |
0 |
|
|a 519.536
|
520 |
|
|
|a 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
|