New Statistics for Design Researchers [E-Book] : A Bayesian Workflow in Tidy R / by Martin Schmettow.
Design Research uses scientific methods to evaluate designs and build design theories. This book starts with recognizable questions in Design Research, such as A/B testing, how users learn to operate a device and why computer-generated faces are eerie. Using a broad range of examples, efficient rese...
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Full text |
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Personal Name(s): | Schmettow, Martin, author |
Edition: |
1st edition 2021. |
Imprint: |
Cham :
Springer,
2021
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Physical Description: |
X, 471 pages 166 illustrations, 82 illustrations in color (online resource) |
Note: |
englisch |
ISBN: |
9783030463809 |
DOI: |
10.1007/978-3-030-46380-9 |
Series Title: |
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Human-Computer Interaction Series
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Subject (LOC): |
- Part I: Preparations
- Introduction
- Getting started with R
- Elements of Bayesian statistics
- Part II: Models
- Basic Linear Models
- Multi-predictor models
- Multi-level models
- Generalized Linear Models
- Working with models
- Appendix: Cases.