Understanding Statistics and Experimental Design

Understanding Statistics and Experimental Design

How to Not Lie with Statistics

by Gregory FrancisAaron Clarke and Michael H. Herzog

Paperback / softback Publication Date: 29/04/2019

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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.
ISBN:
9783030034986
9783030034986
Category:
Epidemiology & medical statistics
Format:
Paperback / softback
Publication Date:
29-04-2019
Publisher:
Springer Nature Switzerland AG
Country of origin:
Switzerland
Pages:
142
Dimensions (mm):
240x168mm
Weight:
0.34kg

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