Hypothesis Testing Reconsidered
Book Details
Format
Paperback / Softback
Book Series
Elements in Perception
ISBN-10
110873071X
ISBN-13
9781108730716
Publisher
Cambridge University Press
Imprint
Cambridge University Press
Country of Manufacture
GB
Country of Publication
GB
Publication Date
May 23rd, 2019
Print length
66 Pages
Weight
110 grams
Dimensions
15.10 x 22.80 x 0.70 cms
Ksh 3,250.00
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This Element describes several properties of hypothesis testing, with special emphasis on analyses common to studies of perception. The author also describes the challenges and difficulties with using hypothesis testing to interpret empirical data.
Hypothesis testing is a common statistical analysis for empirical data generated by studies of perception, but its properties and limitations are widely misunderstood. This Element describes several properties of hypothesis testing, with special emphasis on analyses common to studies of perception. The author also describes the challenges and difficulties with using hypothesis testing to interpret empirical data. Many common applications of hypothesis testing inflate the intended Type I error rate. Other aspects of hypothesis tests have important implications for experimental design. Solutions are available for some of these difficulties, but many issues are difficult to deal with.
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