Doing Better Statistics in Human-Computer Interaction
by
Paul Cairns
Book Details
Format
Paperback / Softback
ISBN-10
110871059X
ISBN-13
9781108710596
Publisher
Cambridge University Press
Imprint
Cambridge University Press
Country of Manufacture
US
Country of Publication
GB
Publication Date
Feb 7th, 2019
Print length
250 Pages
Weight
360 grams
Dimensions
15.40 x 22.80 x 1.30 cms
Product Classification:
Probability & statisticsMaths for computer scientistsHuman-computer interaction
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Written for human-computer interaction (HCI) researchers - whether undergraduates, professors, or UX professionals who need to analyse quantitative data - this book helps to improve readers' knowledge of the modern best practice in statistics and their understanding of how to do statistical analysis on their own data.
Each chapter of this book covers specific topics in statistical analysis, such as robust alternatives to t-tests or how to develop a questionnaire. They also address particular questions on these topics, which are commonly asked by human-computer interaction (HCI) researchers when planning or completing the analysis of their data. The book presents the current best practice in statistics, drawing on the state-of-the-art literature that is rarely presented in HCI. This is achieved by providing strong arguments that support good statistical analysis without relying on mathematical explanations. It additionally offers some philosophical underpinnings for statistics, so that readers can see how statistics fit with experimental design and the fundamental goal of discovering new HCI knowledge.
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