Sequence analysis. (2022)

• Record Type: Book
• Further Information: Note: Marcel Raab, Emanuela Struffolino.
• Authors: Raab, Marcel; Struffolino, Emanuela
• Contents: Series Editor’s Introduction; Acknowledgments; Preface; About the Authors; Chapter 1. Introduction; 1.1 Sequence Analysis in the Social Sciences; 1.2 Organization of the Book; 1.3 Software, Data, and Companion Webpage; Chapter 2: Describing and Visualizing Sequences; 2.1 Basic Concepts and Terminology; 2.1 Basic Concepts and Terminology; 2.3 Description of Sequence Data I: The Basics; 2.4 Visualization of Sequences; 2.5 Description of Sequences II: Assessing Sequence; Chapter 3: Comparing Sequences; 3.1 Dissimilarity Measures to Compare Sequences; 3.2 Alignment Techniques; 3.3 Alignment-Based Extensions of OM; 3.4 Nonalignment Techniques; 3.5 Comparing Dissimilarity Matrices; 3.6 Comparing Sequences of Different Length; 3.7 Beyond the Standard Full-Sample Pairwise Sequence Comparison; Chapter 4: Identifying Groups in Data: Analyses Based On Dissimilarities Between Sequences; 4.1 Clustering Sequences to Uncover Typologies; 4.2 Illustrative Application; 4.3 “Construct Validity” for Typologies From Cluster Analysis to Sequences; 4.4 Using Typologies as Dependent and Independent Variables in a Regression Framework; Chapter 5: Multidimensional Sequence Analysis; 5.1 Accounting for Simultaneous Temporal Processes; 5.2 Expanding the Alphabet: Combining Multiple Channels Into a Single Alphabet; 5.3 Cross-Tabulation of Groups Identified From Different Dissimilarity Matrices; 5.4 Combining Domain-Specific Dissimilarities; 5.5 Multichannel Sequence Analysis; Chapter 6: Examining Group Differences Without Cluster Analysis; 6.1 Comparing Within-Group Discrepancies; 6.2 Measuring Associations Between Sequences and Covariates; 6.3 Statistical Implicative Analysis; Chapter 7: Combining Sequence Analysis With Other Explanatory Methods; 7.1 The Rationale Behind the Combination of Stochastic and Algorithmic Analytical Tools; 7.2 Competing Trajectories Analysis; 7.3 Sequence Analysis Multistate Model Procedure; 7.4 Combining SA and (Propensity Score) Matching; Chapter 8: Conclusions; 8.1 Summary of Recommendations: An Extended Checklist; 8.2 Achievements, Unresolved Issues, and Ongoing Innovation; References;
• Edition: 1st
• Publisher Details: Los Angeles : SAGE
• Publication Date: 2022
• Extent: 1 online resource
• Subjects: 301.015195; Sociology -- Statistical methods; Sequential analysis
• Languages: English
• ISBNs: 9781071801895
• Related ISBNs: 9781071801888
• Notes: Note: Description based on CIP data; resource not viewed.
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