Introduction to Statistical Data Analysis for the Life Sciences / Edition 2

Introduction to Statistical Data Analysis for the Life Sciences / Edition 2

ISBN-10:
1138445746
ISBN-13:
9781138445741
Pub. Date:
11/15/2017
Publisher:
Taylor & Francis
ISBN-10:
1138445746
ISBN-13:
9781138445741
Pub. Date:
11/15/2017
Publisher:
Taylor & Francis
Introduction to Statistical Data Analysis for the Life Sciences / Edition 2

Introduction to Statistical Data Analysis for the Life Sciences / Edition 2

$240.0
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Overview

A Hands-On Approach to Teaching Introductory Statistics Expanded with over 100 more pages, Introduction to Statistical Data Analysis for the Life Sciences, Second Edition presents the right balance of data examples, statistical theory, and computing to teach introductory statistics to students in the life sciences. This popular textbook covers the mathematics underlying classical statistical analysis, the modeling aspects of statistical analysis and the biological interpretation of results, and the application of statistical software in analyzing real-world problems and datasets. New to the Second Edition A new chapter on non-linear regression models A new chapter that contains examples of complete data analyses, illustrating how a full-fledged statistical analysis is undertaken Additional exercises in most chapters A summary of statistical formulas related to the specific designs used to teach the statistical concepts This text provides a computational toolbox that enables students to analyze real datasets and gain the confidence and skills to undertake more sophisticated analyses. Although accessible with any statistical software, the text encourages a reliance on R. For those new to R, an introduction to the software is available in an appendix. The book also includes end-of-chapter exercises as well as an entire chapter of case exercises that help students apply their knowledge to larger datasets and learn more about approaches specific to the life sciences.

Product Details

ISBN-13: 9781138445741
Publisher: Taylor & Francis
Publication date: 11/15/2017
Edition description: 2nd ed.
Pages: 526
Product dimensions: 6.12(w) x 9.19(h) x (d)

About the Author

Claus Thorn Ekstrom, Helle Sørensen

Table of Contents

Description of Samples and Populations. Linear Regression. Comparison of Groups. The Normal Distribution. Statistical Models, Estimation, and Confidence Intervals. Hypothesis Tests. Model Validation and Prediction. Linear Normal Models. Non-Linear Regression. Probabilities. The Binomial Distribution. Analysis of Count Data. Logistic Regression. Statistical Analysis Examples. Case Exercises. Appendices. Bibliography. Index.

What People are Saying About This

From the Publisher

This book can be valuable assistance for students of life sciences and the other biological faculties and it can be treated both as a first handbook to statistical methods as well as a suitable tool to systematize earlier experiences. … The book is written in a clear and engaging style. The authors put much emphasis on the modelling part of statistical analysis and on biological interpretation of obtained results. It could be recommended for students but also other readers looking for a handbook of ‘practical’statistics.
—Ewa Skotarczak, International Statistical Review, 2012

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