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Understanding statistics and experimental design : how to not lie with statistics / Michael H. Herzog, Gregory Francis, Aaron Clarke

By: Contributor(s): Material type: TextTextSeries: Learning materials in biosciencesPublisher: Cham, Switzerland : Springer, [2019]Description: 1 online resource (142 pages) : illustrations (some color)Content type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783030034993
Subject(s): Genre/Form: Online resources:
Contents:
Part I. The essentials of statistics
Basic probability theory
Experimental design and the basics of statistics : signal detection theory (SDT)
The core concept of statistics
Variations on the t-test
Part II. The multiple testing problem
The multiple testing problem
ANOVA
Experimental design : model fits, power, and complex designs
Correlation
Meta-analysis
Understanding replication
Magnitude of excess success
Suggested improvements and challenges
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Item type Current library Collection Status Barcode
eBook (Free & Open Access) eBook (Free & Open Access) Accessible online Circulation Available EB-00298

Includes bibliographical references.

Part I. The essentials of statistics

Basic probability theory

Experimental design and the basics of statistics : signal detection theory (SDT)

The core concept of statistics

Variations on the t-test

Part II. The multiple testing problem

The multiple testing problem

ANOVA

Experimental design : model fits, power, and complex designs

Correlation

Meta-analysis

Understanding replication

Magnitude of excess success

Suggested improvements and challenges

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