Understanding Statistics and Experimental Design
How to Not Lie with Statistics
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Publication
2019-08-22 - Springer
Word Count
38,250 words, Guess
Page Count
153 pages
Physical Format
Paperback
Identifiers
- ISBN-139783030034986
- ISBN-103030034984
- Better World Books9783030034986
- Open LibraryOL28211589M
Classifications
- LCCR850.A1-854
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.
Subjects
Other Editions
- Understanding Statistics and Experimental Design: How to Not Lie with Statistics
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