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Modern statistical methods for HCI

Robertson, Judy.

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Modern statistical methods for HCI

Record Type:	Electronic resources : Monograph/item
Title/Author:	Modern statistical methods for HCI/ edited by Judy Robertson, Maurits Kaptein.
other author:	Robertson, Judy.
Published:	Cham :Springer International Publishing : : 2016.,
Description:	xx, 348 p. :ill., digital ;24 cm.
[NT 15003449]:	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
Subject:	Human-computer interaction - Statistical methods. -
Online resource:	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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245 0 0 $a Modern statistical methods for HCI $h [electronic resource] / $c edited by Judy Robertson, Maurits Kaptein.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2016.
300 $a xx, 348 p. : $b ill., digital ; $c 24 cm.
490 1 $a Human-computer interaction series, $x 1571-5035
505 0 $a 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.
650 0 $a Human-computer interaction $x Statistical methods. $3 2186472
650 1 4 $a Computer Science. $3 626642
650 2 4 $a User Interfaces and Human Computer Interaction. $3 892554
650 2 4 $a Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law. $3 894294
700 1 $a Robertson, Judy. $3 2186470
700 1 $a Kaptein, Maurits. $3 2186471
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830 0 $a Human-computer interaction series. $3 1568009
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-26633-6
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