Can I read Introduction to Linear Models and Statistical Inference (Janke/Introduction) on EtoBox?

Introduction to Linear Models and Statistical Inference (Janke/Introduction) by Janke, Steven J.; Tinsley, Frederick C. is a scholarly article available to read on EtoBox.

What is Introduction to Linear Models and Statistical Inference (Janke/Introduction) about?

A multidisciplinary approach that emphasizes learning by analyzing real-world data sets This book is the result of the authors'hands-on classroom experience and is tailored to reflect how students best learn to analyze linear relationships. The text begins with the introduction of four simple examples of actual data sets. These examples are developed and analyzed throughout the text, and more complicated examples of data sets are introduced along the way. Taking a multidisciplinary approach, the book traces the conclusion of the analyses of data sets taken from geology, biology, economics, psychology, education, sociology, and environmental science. As students learn to analyze the data sets, they master increasingly sophisticated linear modeling techniques, including: • Simple linear models • Multivariate models • Model building • Analysis of variance (ANOVA) • Analysis of covariance (ANCOVA) • Logistic regression • Total least squares The basics of statistical analysis are developed and emphasized, particularly in testing the assumptions and drawing inferences from linear models. Exercises are included at the end of each chapter to test students'skills before moving on to more ad

Author

Janke, Steven J.; Tinsley, Frederick C.

Publisher

John Wiley & Sons, Incorporated

Published

2005

Language

EN

ISBN

9780471740117