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Chapter 10. Experimental Design: Statistical Analysis of ...

10 - 1 Chapter 10. Experimental Design: Statistical Analysis of DataPurpose of Statistical AnalysisDescriptive StatisticsCentral Tendency and VariabilityMeasures of Central TendencyMeanMedianModeMeasures of VariabilityRangeVariance and standard deviationThe Importance of VariabilityTables and GraphsThinking Critically About Everyday InformationInferential StatisticsFrom Descriptions to InferencesThe Role of Probability TheoryThe Null and Alternative HypothesisThe Sampling Distribution and Statistical Decision MakingType I Errors, Type II Errors, and Statistical PowerEffect SizeMeta-analysisParametric Versus Nonparametric AnalysesSelecting the Appropriate Analysis : Using a Decision TreeUsing Statistical SoftwareCaseAnalysisGeneral SummaryDetailed SummaryKey Terms Review Questions/Exercises10 - 2 Purpose of Statistical AnalysisIn previous chapters, we have discussed the basic principles of good Experimental design. Before examining specific Experimental designs and the way that their data are analyzed, we thought that it would be a good idea to review some basic principles of statistics.

needed for a touchdown, the pass would be the play of choice. Four timesout of 20 a pass gained 15 yards or more, whereas a run never came close. Thus, in the strategy of football, variability is fundamental consideration. This is, of course, true of many life situations.

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Transcription of Chapter 10. Experimental Design: Statistical Analysis of ...