Claus Thorn Ekstrom, Helle Sørensen

Introduction to Statistical Data Analysis for the Life Sciences (eBook, PDF)

• Format: PDF

Produktbeschreibung

Using R throughout, this popular textbook presents the right balance of data examples, statistical theory, and computing to teach introductory statistics to students in the life sciences. Expanded with over 100 more pages, this edition includes a new chapter on non-linear regression models and a new chapter that contains examples of complete data analyses. It also incorporates additional exercises in most chapters as well as a summary of statistical formulas related to the specific designs used to teach the statistical concepts.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 526
• Erscheinungstermin: 6. November 2014
• Englisch
• ISBN-13: 9781482238945
• Artikelnr.: 57082271

Autorenporträt

Claus Thorn Ekstrom, Helle Sørensen

Inhaltsangabe

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.