Statistical design and analysis of biological experiments

Statistical design and analysis of biological experiments / Hans-Michael Kaltenbach.

This richly illustrated book provides an overview of the design and analysis of experiments with a focus on non-clinical experiments in the life sciences, including animal research. It covers the most common aspects of experimental design such as handling multiple treatment factors and improving pre...

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Bibliographic Details
Main Author: Kaltenbach, Hans-Michael (Author)
Format: eBook
Language:English
Published: Cham : Springer, [2021]
Series:Statistics for biology and health.
Subjects:
Experimental design.
Biology > Experiments > Statistical methods.
Diseño experimental
Biología > Experimentos > Métodos estadísticos
Biology > Experiments > Statistical methods
Experimental design
Disseny d'experiments.
Llibres electrònics.
Online Access:Click for online access
Table of Contents:
  • Principles of Experimental Design
  • Review of Statistical Concepts
  • Planning for Precision and Power
  • Comparing More than Two Groups
  • Comparing Treatment Groups with Linear Contrasts
  • Multiple Treatment Factors: Factorial Designs
  • Improving Precision and Power: Blocked Designs
  • Split-Unit Designs
  • Many Treatment Factors: Fractional Factorial Designs
  • Experimental Optimization with Response Surface Methods
  • References
  • Index.

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