Dix, Alan.
Statistics for HCI Making Sense of Quantitative Data / [electronic resource] : by Alan Dix. - 1st ed. 2020. - XIX, 161 p. online resource. - Synthesis Lectures on Human-Centered Informatics, 1946-7699 . - Synthesis Lectures on Human-Centered Informatics, .
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 .
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.
9783031022289
10.1007/978-3-031-02228-9 doi
User interfaces (Computer systems).
Human-computer interaction.
User Interfaces and Human Computer Interaction.
QA76.9.U83 QA76.9.H85
005.437 004.019
Statistics for HCI Making Sense of Quantitative Data / [electronic resource] : by Alan Dix. - 1st ed. 2020. - XIX, 161 p. online resource. - Synthesis Lectures on Human-Centered Informatics, 1946-7699 . - Synthesis Lectures on Human-Centered Informatics, .
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 .
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.
9783031022289
10.1007/978-3-031-02228-9 doi
User interfaces (Computer systems).
Human-computer interaction.
User Interfaces and Human Computer Interaction.
QA76.9.U83 QA76.9.H85
005.437 004.019