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New Statistics for Design Researchers

A Bayesian Workflow in Tidy R
BuchKartoniert, Paperback
471 Seiten
Englisch
Springererschienen am15.07.20221st ed. 2021
Hundreds of illustrations, tables, simulations and models are presented with full R code and data included.Using Bayesian linear models, multi-level models and generalized linear models, an extensive statistical framework is introduced, covering a huge variety of research situations and yet, building on only a handful of basic concepts.mehr
Verfügbare Formate
BuchGebunden
EUR74,89
BuchKartoniert, Paperback
EUR53,49
E-BookPDF1 - PDF WatermarkE-Book
EUR53,49

Produkt

KlappentextHundreds of illustrations, tables, simulations and models are presented with full R code and data included.Using Bayesian linear models, multi-level models and generalized linear models, an extensive statistical framework is introduced, covering a huge variety of research situations and yet, building on only a handful of basic concepts.
Details
ISBN/GTIN978-3-030-46382-3
ProduktartBuch
EinbandartKartoniert, Paperback
Verlag
Erscheinungsjahr2022
Erscheinungsdatum15.07.2022
Auflage1st ed. 2021
ReiheHuman-Computer Interaction Series
Seiten471 Seiten
SpracheEnglisch
IllustrationenX, 471 p. 166 illus., 82 illus. in color.
Artikel-Nr.50926591

Inhalt/Kritik

Inhaltsverzeichnis
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: Casesmehr

Autor

Martin Schmettow studied psychology and business computing. He's worked as a scientist and consultant at a German Software Engineering research institute. His current research is on advanced statistical approaches for measuring, planning and controlling usability evaluation studies.
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Schmettow, Martin