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Understanding Statistics and Experimental Design: How to Not Lie with Statistics (Learning Materials in Biosciences)

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Author: Herzog, Michael H.

Binding: Paperback

ISBN: 9783030034986

Details:

Author: Herzog, Michael H.

Brand: Springer

Edition: 1st ed. 2019

Binding: Paperback

Number Of Pages: 153

Release Date: 22-08-2019

Part Number: 34403706

EAN: 9783030034986

Package Dimensions: 9.6 x 6.6 x 0.4 inches

Languages: English

Description:

This open access textbook provides the background needed to correctly use, interpret and understand statistics and statistical data in diverse settings. Part I makes key concepts in statistics readily clear. Parts I and II give an overview of the most common tests (t-test, ANOVA, correlations) and work out their statistical principles. Part III provides insight into meta-statistics (statistics of statistics) and demonstrates why experiments often do not replicate. Finally, the textbook shows how complex statistics can be avoided by using clever experimental design. Both non-scientists and students in Biology, Biomedicine and Engineering will benefit from the book by learning the statistical basis of scientific claims and by discovering ways to evaluate the quality of scientific reports in academic journals and news outlets.

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