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Modern Statistical Methods for HCI

Modern Statistical Methods for HCI (Hardback)

£71.00
Printed to order. Despatched in 2-3 weeks.
Email me when back in stock

Synopsis

This

book critically reflects on current statistical methods used in Human-Computer

Interaction (HCI) and introduces a number of novel methods to the reader.





Covering

many techniques and approaches for exploratory data analysis including effect

and power calculations, experimental design, event history analysis,

non-parametric testing and Bayesian inference; the research contained in this

book discusses how to communicate statistical results fairly, as well as

presenting a general set of recommendations for authors and reviewers to

improve the quality of statistical analysis in HCI. Each chapter presents [R]

code for running analyses on HCI examples and explains how the results can be

interpreted.



Modern

Statistical Methods for HCI is aimed at researchers and graduate students who have some

knowledge of "traditional" null hypothesis significance testing, but who wish

to improve their practice by using techniques which have recently emerged from

statistics and related fields. This book critically evaluates current practices

within the field and supports a less rigid, procedural view of statistics in

favour of fair statistical communication.

Computing & ITComputer scienceHuman-computer interactionUser interface design & usabilityPhilosophy, Psychology & Social SciencesSociologySocial research & statisticsScience & MathematicsMathematicsProbability & statistics Publisher: Springer International Publishing AG Publication Date: 23/03/2016 ISBN-13: 9783319266312  Details: Type: Hardback Format: Books
Availability: Printed to order. Despatched in 2-3 weeks.  

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