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Understanding Statistics and Experimental Design
Michael H. HerzogGregory FrancisAaron Clarke
其他書名
How to Not Lie with Statistics
出版Springer, 2019-08-13
主題Science / Life Sciences / Molecular BiologyScience / Life Sciences / GeneralScience / Study & TeachingMedical / BiostatisticsPsychology / Research & MethodologyScience / Life Sciences / Zoology / Ethology (Animal Behavior)Medical / ResearchMedical / GeneralEducation / Teaching / GeneralMathematics / Probability & Statistics / GeneralScience / Life Sciences / Zoology / General
ISBN30300349929783030034993
URLhttp://books.google.com.hk/books?id=4yCpDwAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋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.