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Kaptein, Maurits

Modern Statistical Methods for HCI

Kaptein, Maurits - Modern Statistical Methods for HCI, e-kirja

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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

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

Toimittaja
 
Julkaisija
Springer
Julkaisuvuosi
2016
Kieli
en
Painos
1st ed. 2016
Sarja
Human–Computer Interaction Series
Sivumäärä
20 sivua
Kategoria
Tietotekniikka, tietoliikenne
Tiedostomuoto
E-kirja
eISBN (PDF)
9783319266336
Painetun ISBN
978-3-319-26631-2

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