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Statistics for HCI

Making Sense of Quantitative Data

Medium: Buch
ISBN: 978-3-031-01100-9
Verlag: Springer
Erscheinungstermin: 10.04.2020
Lieferfrist: bis zu 10 Tage

Many people find statistics confusing, and perhaps even more confusing given recent publicity about problems with traditional p-values and alternative statistical techniques including confidence intervals and Bayesian statistics. This book aims to help readers navigate this morass: to understand the debates, to be able to read and assess other people's statistical reports, and make appropriate choices when designing and analysing their own experiments, empirical studies, and other forms of quantitative data gathering.


Produkteigenschaften


  • Artikelnummer: 9783031011009
  • Medium: Buch
  • ISBN: 978-3-031-01100-9
  • Verlag: Springer
  • Erscheinungstermin: 10.04.2020
  • Sprache(n): Englisch
  • Auflage: Erscheinungsjahr 2020
  • Serie: Synthesis Lectures on Human-Centered Informatics
  • Produktform: Kartoniert, Paperback
  • Gewicht: 356 g
  • Seiten: 161
  • Format (B x H x T): 191 x 235 x 11 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Preface.- Acknowledgments.- Introduction.- The unexpected wildness of random.- Properties of randomness.- Characterising the random through probability distributions.- Probing the unknown.- Traditional statistics.- Bayesian methods.- Common issues.- Differences and distinctions.- Gaining power -- the dreaded `too few participants'.- So what? --- making sense of results.- Moving forward: the future of statistics in HCI.- Bibliography.- Author's Biography.- Index .