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Modern statistical methods for HCI

Robertson, Judy.

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Modern statistical methods for HCI

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Modern statistical methods for HCI/ edited by Judy Robertson, Maurits Kaptein.
其他作者:	Robertson, Judy.
出版者:	Cham :Springer International Publishing : : 2016.,
面頁冊數:	xx, 348 p. :ill., digital ;24 cm.
內容註:	Preface -- An Introduction to Modern Statistical Methods for HCI -- Part I: Getting Started With Data Analysis -- Getting started with [R]: A Brief Introduction -- Descriptive Statistics, Graphs, and Visualization -- Handling Missing Data -- Part II: Classical Null Hypothesis Significance Testing Done Properly -- Effect sizes and Power in HCI -- Using R for Repeated and Time-Series Observations -- Non-Parametric Statistics in Human-Computer Interaction -- Part III : Bayesian Inference -- Bayesian Inference -- Bayesian Testing of Constrained Hypothesis -- Part IV: Advanced Modeling in HCI -- Latent Variable Models -- Using Generalized Linear (Mixed) Models in HCI -- Mixture Models: Latent Profile and Latent Class Analysis -- Part V: Improving Statistical Practice in HCI -- Fair Statistical Communication in HCI -- Improving Statistical Practice in HCI.
Contained By:	Springer eBooks
標題:	Human-computer interaction - Statistical methods. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-26633-6
ISBN:	9783319266336

Modern statistical methods for HCI
Modern statistical methods for HCI[electronic resource] /edited by Judy Robertson, Maurits Kaptein. - Cham :Springer International Publishing :2016. - xx, 348 p. :ill., digital ;24 cm. - Human-computer interaction series,1571-5035. - Human-computer interaction series..

Preface -- An Introduction to Modern Statistical Methods for HCI -- Part I: Getting Started With Data Analysis -- Getting started with [R]: A Brief Introduction -- Descriptive Statistics, Graphs, and Visualization -- Handling Missing Data -- Part II: Classical Null Hypothesis Significance Testing Done Properly -- Effect sizes and Power in HCI -- Using R for Repeated and Time-Series Observations -- Non-Parametric Statistics in Human-Computer Interaction -- Part III : Bayesian Inference -- Bayesian Inference -- Bayesian Testing of Constrained Hypothesis -- Part IV: Advanced Modeling in HCI -- Latent Variable Models -- Using Generalized Linear (Mixed) Models in HCI -- Mixture Models: Latent Profile and Latent Class Analysis -- Part V: Improving Statistical Practice in HCI -- Fair Statistical Communication in HCI -- Improving Statistical Practice in HCI.

ISBN: 9783319266336

Standard No.: 10.1007/978-3-319-26633-6doiSubjects--Topical Terms:

2186472
Human-computer interaction
--Statistical methods.

LC Class. No.: QA76.9.H85

Dewey Class. No.: 004.019

Modern statistical methods for HCI
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