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Modern Statistical Methods for HCI

Robertson, Judy ;Kaptein, Maurits;; Tan, Desney (Editor) ; Vanderdonckt, Jean (Editor) ; Robertson, Judy (Editor) ; Kaptein, Maurits (Editor)

Human–Computer Interaction Series

ISBN: 9783319266312 ; ISBN: 3319266314 ; E-ISBN: 9783319266336 ; E-ISBN: 3319266330 ; DOI: 10.1007/978-3-319-26633-6

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  • Nhan đề:
    Modern Statistical Methods for HCI
  • Tác giả: Robertson, Judy ; Kaptein, Maurits
  • Tan, Desney (Editor) ; Vanderdonckt, Jean (Editor) ; Robertson, Judy (Editor) ; Kaptein, Maurits (Editor)
  • Chủ đề: Computer Science ; User Interfaces and Human Computer Interaction ; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law ; Computer Science
  • Là 1 phần của: Human–Computer Interaction Series
  • Mô tả: Intro -- Foreword -- Preface -- About the Authors -- Maurits -- Judy -- Who Is This Book For? -- The Structure of the Book -- The Sample Dataset: The Mango Watch -- Our Approach -- Acknowledgements -- Contents -- Contributors -- 1 An Introduction to Modern Statistical Methods in HCI -- 1.1 Introduction -- 1.2 Earlier Commentaries on Statistical Methods in HCI and Beyond -- 1.3 Some of the Very Basic Ideas of Our Common ``NHST'' Method -- 1.4 The Common, and Well-Acknowledged, Problems with Our Current NHST Methods -- 1.4.1 Misinterpretations of the P-Value -- 1.4.2 The Fallacy of the Transposed Conditional -- 1.4.3 A Lack of Power -- 1.4.4 Confusion of P-Values and Effect Size Estimates -- 1.4.5 Multiple Comparisons -- 1.4.6 Researcher Degrees of Freedom -- 1.4.7 What Is the Aim of Statistical Analysis? -- 1.5 Broadening the Scope of Statistical Analysis in HCI -- References -- Part I Getting Started With Data Analysis -- 2 Getting Started with [R] -- a Brief Introduction -- 2.1 Introduction...
  • Nơi xuất bản: Cham: Springer International Publishing
  • Năm xuất bản: 2016
  • Ngôn ngữ: English
  • Số nhận dạng: ISBN: 9783319266312 ; ISBN: 3319266314 ; E-ISBN: 9783319266336 ; E-ISBN: 3319266330 ; DOI: 10.1007/978-3-319-26633-6

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