Modern Statistical Methods for HCI

Name: Modern Statistical Methods for HCI
Brand: Springer International Publishing AG
SKU: 9783319266312
Price: 935.81 RON
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Autor: Judy Robertson, Maurits Kaptein

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Editura: Springer International Publishing AG

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935.81 lei

This§book critically reflects on current statistical methods used in Human-Computer§Interaction (HCI...

Informații despre carte

Autor

Judy Robertson, Maurits Kaptein

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2016

Pagini

348

EAN

9783319266312

ISBN

3319266314

Enbook ID

09931559

Editura

Springer International Publishing AG

Greutate

6742

Dimensiuni

155 x 235 x 24

Descriere completă

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.§

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