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Doing Better Statistics in Human-Computer Interaction is written by Paul Cairns and published by Cambridge University Press. It's available with International Standard Book Number or ISBN identification 110848252X (ISBN 10) and 9781108482523 (ISBN 13).
This book addresses common questions from HCI researchers when trying to do statistical analysis on their data.