Herzog, Michael H., <br/><br/>
Understanding statistics and experimental design :  how to not lie with statistics /  [print] 
Michael H. Herzog, Gregory Francis, Aaron Clarke. 
 - Cham, Switzerland :  Springer,  (c)2019. 
 - xi, 142 pages :  illustrations (some color) ;  24 cm 
 - Learning materials in biosciences .
 - Learning materials in biosciences. .
<br/><br/>Includes bibliographical references. 
<br/><br/>PART I. 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 --  ANOVA --  Experimental design: Model Fits, Power, and Complex Designs --  Correlation PART III. Meta-analysis --  Understanding replication --  Magnitude of excess success --  Suggested improvements and challenges. 
<br/><br/> This open access textbook provides the background needed to correctly use, interpret and understand statistics and statistical data in diverse settings. Part III provides insight into meta-statistics (statistics of statistics) and demonstrates why experiments often do not replicate. 
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<br/><br/><label>ISBN: </label>3030034984 9783030034986 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Experimental design.<br/>Mathematical statistics.<br/>Research--Methodology.
<br/><br/><label>LC Class. No.: </label>QA276.F818.U534 2019