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Kaptein, Maurits

Modern Statistical Methods for HCI

Kaptein, Maurits - Modern Statistical Methods for HCI, ebook

130,70€

Ebook, PDF with Adobe DRM
ISBN: 9783319266336
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Table of contents

1. An Introduction to Modern Statistical Methods in HCI
Judy Robertson, Maurits Kaptein

Part I. Getting Started With Data Analysis

2. Getting Started with [R]; a Brief Introduction
Lianne Ippel

3. Descriptive Statistics, Graphs, and Visualisation
Joanna Young, Jan Wessnitzer

4. Handling Missing Data
Thom Baguley, Mark Andrews

Part II. Classical Null Hypothesis Significance Testing Done Properly

5. Effect Sizes and Power Analysis in HCI
Koji Yatani

6. Using R for Repeated and Time-Series Observations
Deborah Fry, Kerri Wazny, Niall Anderson

7. Nonparametric Statistics in Human–Computer Interaction
Jacob O. Wobbrock, Matthew Kay

Part III. Bayesian Inference

8. Bayesian Inference
Michail Tsikerdekis

9. Bayesian Testing of Constrained Hypotheses
Joris Mulder

Part IV. Advanced Modeling in HCI

10. Latent Variable Models
A. Alexander Beaujean, Grant B. Morgan

11. Using Generalized Linear (Mixed) Models in HCI
Maurits Kaptein

12. Mixture Models: Latent Profile and Latent Class Analysis
Daniel Oberski

Part V. Improving Statistical Practice in HCI

13. Fair Statistical Communication in HCI
Pierre Dragicevic

14. Improving Statistical Practice in HCI
Judy Robertson, Maurits Kaptein

Keywords: Computer Science, User Interfaces and Human Computer Interaction, Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law

Editor
 
Publisher
Springer
Publication year
2016
Language
en
Edition
1st ed. 2016
Series
Human–Computer Interaction Series
Page amount
20 pages
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9783319266336
Printed ISBN
978-3-319-26631-2

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