Modern statistical methods for HCI. ([2016])

• Record Type: Book
• Further Information: Note: Judy Robertson, Maurits Kaptein, editors.
• Editors: (Computer scientist), Robertson, Judy; Kaptein, Maurits
• Contents: 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.
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Copyright Date: 2016
• Extent: 1 online resource (xx, 348 pages)
• Subjects: 004.01/9; Computer science; Human-computer interaction -- Statistical methods; COMPUTERS -- Computer Literacy; COMPUTERS -- Computer Science; COMPUTERS -- Data Processing; COMPUTERS -- Hardware -- General; COMPUTERS -- Information Technology; COMPUTERS -- Machine Theory; COMPUTERS -- Reference; Social Science -- Statistics; Social research & statistics; Statistics; Computers -- User Interfaces; User interface design & usability; Electronic books
• Languages: English
• ISBNs: 9783319266336; 3319266330; 3319266314; 9783319266312
• Related ISBNs: 9783319266312
• Notes: Note: Includes bibliographical references.; Note: Online resource; title from PDF title page (EBSCO, viewed March 30, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.