Correspondence analysis : theory, practice and new strategies /

"A review of the conventional approaches to correspondence analysis as well as new advances that have been made over the last decade, Correspondence Analysis: Theory, Practice and New Strategies discusses the theoretical and practical issues surrounding correspondence analysis. Examining key ad...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Beh, Eric J. (Συγγραφέας), Lombardo, Rosaria (Συγγραφέας)
Μορφή: Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Chichester, West Sussex ; Hoboken, NJ : John Wiley & Sons, 2014.
Σειρά:Wiley series in probability and statistics.
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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100 1 |a Beh, Eric J.,  |e author. 
245 1 0 |a Correspondence analysis :  |b theory, practice and new strategies /  |c Eric Beh, Rosaria Lombardo. 
264 1 |a Chichester, West Sussex ;  |a Hoboken, NJ :  |b John Wiley & Sons,  |c 2014. 
300 |a 1 online resource. 
336 |a text  |2 rdacontent 
337 |a computer  |2 rdamedia 
338 |a online resource  |2 rdacarrier 
490 1 |a Wiley series in probability and statistics 
520 |a "A review of the conventional approaches to correspondence analysis as well as new advances that have been made over the last decade, Correspondence Analysis: Theory, Practice and New Strategies discusses the theoretical and practical issues surrounding correspondence analysis. Examining key adaptations for which correspondence analysis can be used, the text provides students and researchers with a comprehensive link between association measures, graphical depiction of association, ordered categorical variables, and ecological inference issues. The authors present a comprehensive theoretical description of non-symmetrical correspondence analysis"--  |c Provided by publisher. 
520 |a "Provides a comprehensive link between association measures, graphical depiction of association, ordered categorical variables and ecological inference issues"--  |c Provided by publisher. 
504 |a Includes bibliographical references and index. 
588 |a Description based on print version record and CIP data provided by publisher. 
505 0 |a Wiley Series in Probability and Statistics; Title Page; Copyright; Dedication; Foreword; Preface; Part One: Introduction; Chapter 1: Data Visualisation; 1.1 A Very Brief Introduction to Data Visualisation; 1.2 Data Visualisation for Contingency Tables; 1.3 Other Plots; 1.4 Studying Exposure to Asbestos; 1.5 Happiness Data; 1.6 Correspondence Analysis Now; 1.7 Overview of the Book; 1.8 R Code; References; Chapter 2: Pearson's Chi-Squared Statistic; 2.1 Introduction; 2.2 Pearson's Chi-Squared Statistic; 2.3 The Goodman -- Kruskal Tau Index; 2.4 The 2 × 2 Contingency Table 
505 8 |a 2.5 Early Contingency Tables2.6 R Code; References; Part Two: Correspondence Analysis of Two-Way Contingency Tables; Chapter 3: Methods of Decomposition; 3.1 Introduction; 3.2 Reducing Multidimensional Space; 3.3 Profiles and Cloud of Points; 3.4 Property of Distributional Equivalence; 3.5 The Triplet and Classical Reciprocal Averaging; 3.6 Solving the Triplet Using Eigen-Decomposition; 3.7 Solving the Triplet Using Singular Value Decomposition; 3.8 The Generalised Triplet and Reciprocal Averaging; 3.9 Solving the Generalised Triplet Using Gram-Schmidt Process 
505 8 |a 3.10 Bivariate Moment Decomposition3.11 Hybrid Decomposition; 3.12 R Code; 3.13 A Preliminary Graphical Summary; 3.14 Analysis of Analgesic Drugs; References; Chapter 4: Simple Correspondence Analysis; 4.1 Introduction; 4.2 Notation; 4.3 Measuring Departures from Complete Independence; 4.4 Decomposing the Pearson Ratio; 4.5 Coordinate Systems; 4.6 Distances; 4.7 Transition Formulae; 4.8 Moments of the Principal Coordinates; 4.9 How Many Dimensions to Use?; 4.10 R Code; 4.11 Other Theoretical Issues; 4.12 Some Applications of Correspondence Analysis 
505 8 |a 4.13 Analysis of a Mother's Attachment to Her ChildReferences; Chapter 5: Non-Symmetrical Correspondence Analysis; 5.1 Introduction; 5.2 The Goodman-Kruskal Tau Index; 5.3 Non-Symmetrical Correspondence Analysis; 5.4 The Coordinate Systems; 5.5 Transition Formulae; 5.6 Moments of the Principal Coordinates; 5.7 The Distances; 5.8 Comparison with Simple Correspondence Analysis; 5.9 R Code; 5.10 Analysis of a Mother's Attachment to Her Child; References; Chapter 6: Ordered Correspondence Analysis; 6.1 Introduction; 6.2 Pearson's Ratio and Bivariate Moment Decomposition; 6.3 Coordinate Systems 
505 8 |a 6.4 Artificial Data Revisited6.5 Transition Formulae; 6.6 Distance Measures; 6.7 Singly Ordered Analysis; 6.8 R Code; References; Chapter 7: Ordered Non-Symmetrical Correspondence Analysis; 7.1 Introduction; 7.2 General Considerations; 7.3 Doubly Ordered Non-Symmetrical Correspondence Analysis; 7.4 Singly Ordered Non-Symmetrical Correspondence Analysis; 7.5 Coordinate Systems for Ordered Non-Symmetrical Correspondence Analysis; 7.6 Tests of Asymmetric Association; 7.7 Distances in Ordered Non-Symmetrical Correspondence Analysis 
650 0 |a Correspondence analysis (Statistics) 
650 7 |a MATHEMATICS / Probability & Statistics / Multivariate Analysis.  |2 bisacsh 
650 7 |a Correspondence analysis (Statistics)  |2 fast  |0 (OCoLC)fst00880319 
650 4 |a MATHEMATICS / Probability & Statistics / Multivariate Analysis. 
655 4 |a Electronic books. 
655 7 |a Electronic books.  |2 local 
655 0 |a Electronic books. 
700 1 |a Lombardo, Rosaria,  |e author. 
776 0 8 |i Print version:  |a Beh, Eric J., author.  |t Correspondence analysis  |d Chichester, West Sussex ; Hoboken, NJ : John Wiley & Sons Inc., 2014  |z 9781119953241  |w (DLC) 2014017301 
830 0 |a Wiley series in probability and statistics. 
856 4 0 |u https://doi.org/10.1002/9781118762875  |z Full Text via HEAL-Link 
994 |a 92  |b DG1