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Human–Computer Interaction Series

Modern Statistical Methods for HCI

Editors: Robertson, Judy, Kaptein, Maurits (Eds.)

  • Critically examines statistical methodologies used in human-computer interaction
  • Provides hands-on explanations of how to apply and interpret modern statistical methods using HCI examples
  • Provides [R] code for conducting statistical analysis
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eBook 79,72 €
price for France (gross)
  • ISBN 978-3-319-26633-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 100,21 €
price for France (gross)
  • ISBN 978-3-319-26631-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

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.

Table of contents (14 chapters)

  • An Introduction to Modern Statistical Methods in HCI

    Robertson, Judy (et al.)

    Pages 1-14

    Preview Buy Chapter 29,94 €
  • Getting Started with [R]; a Brief Introduction

    Ippel, Lianne

    Pages 19-35

    Preview Buy Chapter 29,94 €
  • Descriptive Statistics, Graphs, and Visualisation

    Young, Joanna (et al.)

    Pages 37-56

    Preview Buy Chapter 29,94 €
  • Handling Missing Data

    Baguley, Thom (et al.)

    Pages 57-82

    Preview Buy Chapter 29,94 €
  • Effect Sizes and Power Analysis in HCI

    Yatani, Koji

    Pages 87-110

    Preview Buy Chapter 29,94 €

Buy this book

eBook 79,72 €
price for France (gross)
  • ISBN 978-3-319-26633-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 100,21 €
price for France (gross)
  • ISBN 978-3-319-26631-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Modern Statistical Methods for HCI
Editors
  • Judy Robertson
  • Maurits Kaptein
Series Title
Human–Computer Interaction Series
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-26633-6
DOI
10.1007/978-3-319-26633-6
Hardcover ISBN
978-3-319-26631-2
Series ISSN
1571-5035
Edition Number
1
Number of Pages
XX, 348
Number of Illustrations and Tables
77 b/w illustrations
Topics