Quantitative longitudinal data analysis :: research methods /
"First published as What is Quantitative Longitudinal Data Analysis?, this title is now available as part of the Bloomsbury Research Methods series. This book provides a practical and up-to-date introduction to influential approaches to quantitative longitudinal data analysis in the social scie...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York, NY :
Bloomsbury Academic,
[2021]
|
| Schriftenreihe: | Research Methods series
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | "First published as What is Quantitative Longitudinal Data Analysis?, this title is now available as part of the Bloomsbury Research Methods series. This book provides a practical and up-to-date introduction to influential approaches to quantitative longitudinal data analysis in the social sciences. It discusses definitions and terms, explains the relative attractions of such a design and enumerates, in an accessible way, the main techniques of analysis, explaining their requirements, statistical properties and their substantive contributions"-- |
| Beschreibung: | "First published 2018." |
| Beschreibung: | 1 online resource. |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9781350188877 1350188875 9781350188860 1350188867 |
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| 520 | |a "First published as What is Quantitative Longitudinal Data Analysis?, this title is now available as part of the Bloomsbury Research Methods series. This book provides a practical and up-to-date introduction to influential approaches to quantitative longitudinal data analysis in the social sciences. It discusses definitions and terms, explains the relative attractions of such a design and enumerates, in an accessible way, the main techniques of analysis, explaining their requirements, statistical properties and their substantive contributions"-- |c Provided by publisher. | ||
| 505 | 0 | |a Intro -- Title Page -- Copyright Page -- Contents -- List of figures -- List of tables -- Preface -- Series editor's foreword -- Acknowledgements -- Chapter 1: Introduction to quantitative longitudinal data -- Introduction -- Cross-sectional social surveys -- Longitudinal social surveys with repeated contacts -- Modes of survey data collection -- The Research value of repeated contacts quantitative longitudinal data -- Conclusions -- Chapter 2: Quantitative longitudinal datasets -- Large-scale panel studies -- The British Household Panel Survey | |
| 505 | 8 | |a UK Household Longitudinal Study - Understanding society -- Cohort studies -- The major British cohort studies -- Other British birth cohort studies -- Other longitudinal studies -- Cross-national and comparative longitudinal studies -- Conclusions -- Chapter 3: Temporal analysis with cross-sectional data -- Introduction -- Comparing survey measures -- An example of analysing pooled cross-sectional surveys -- Cross-national comparative research using repeated cross-sectional surveys -- Conclusions -- Chapter 4: The analysis of duration data -- Introduction -- Measuring durations | |
| 505 | 8 | |a Duration models -- Parametric duration models -- Competing risk models -- Discrete-time models -- Conclusions -- Chapter 5: The analysis of repeated contacts data -- Introduction -- Approaches to analysing panel data: Part 1 -- Approaches to analysing panel data: Part 2 -- Comparing different panel models: Example 1 -- Comparing different panel models: Example 2 -- Comparing fixed effects panel models and random effects panel models -- Panel models for binary outcomes -- Panel models with other outcomes -- Dynamic panel models -- Estimating random effects models in Stata -- Conclusions | |
| 505 | 8 | |a Chapter 6: Adopting the long view: A review of analytical methods -- The main message -- Using existing datasets -- Statistical models for quantitative longitudinal analyses -- Further methodological issues -- Speculation on the future of longitudinal social science datasets and other emerging resources -- Conclusions -- Chapter 7: Getting started -- The workflow -- Data enabling -- Using Stata -- Longitudinal data structures in Stata -- Last words -- Data citations -- Bibliography -- Index | |
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| author | Gayle, Vernon Lambert, Paul (Lecturer) |
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| contents | Intro -- Title Page -- Copyright Page -- Contents -- List of figures -- List of tables -- Preface -- Series editor's foreword -- Acknowledgements -- Chapter 1: Introduction to quantitative longitudinal data -- Introduction -- Cross-sectional social surveys -- Longitudinal social surveys with repeated contacts -- Modes of survey data collection -- The Research value of repeated contacts quantitative longitudinal data -- Conclusions -- Chapter 2: Quantitative longitudinal datasets -- Large-scale panel studies -- The British Household Panel Survey UK Household Longitudinal Study - Understanding society -- Cohort studies -- The major British cohort studies -- Other British birth cohort studies -- Other longitudinal studies -- Cross-national and comparative longitudinal studies -- Conclusions -- Chapter 3: Temporal analysis with cross-sectional data -- Introduction -- Comparing survey measures -- An example of analysing pooled cross-sectional surveys -- Cross-national comparative research using repeated cross-sectional surveys -- Conclusions -- Chapter 4: The analysis of duration data -- Introduction -- Measuring durations Duration models -- Parametric duration models -- Competing risk models -- Discrete-time models -- Conclusions -- Chapter 5: The analysis of repeated contacts data -- Introduction -- Approaches to analysing panel data: Part 1 -- Approaches to analysing panel data: Part 2 -- Comparing different panel models: Example 1 -- Comparing different panel models: Example 2 -- Comparing fixed effects panel models and random effects panel models -- Panel models for binary outcomes -- Panel models with other outcomes -- Dynamic panel models -- Estimating random effects models in Stata -- Conclusions Chapter 6: Adopting the long view: A review of analytical methods -- The main message -- Using existing datasets -- Statistical models for quantitative longitudinal analyses -- Further methodological issues -- Speculation on the future of longitudinal social science datasets and other emerging resources -- Conclusions -- Chapter 7: Getting started -- The workflow -- Data enabling -- Using Stata -- Longitudinal data structures in Stata -- Last words -- Data citations -- Bibliography -- Index |
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| spelling | Gayle, Vernon, author. What is quantitative longitudinal data analysis? Quantitative longitudinal data analysis : research methods / Vernon Gayle and Paul Lambert. New York, NY : Bloomsbury Academic, [2021] 1 online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier Research Methods series "First published 2018." Includes bibliographical references and index. "First published as What is Quantitative Longitudinal Data Analysis?, this title is now available as part of the Bloomsbury Research Methods series. This book provides a practical and up-to-date introduction to influential approaches to quantitative longitudinal data analysis in the social sciences. It discusses definitions and terms, explains the relative attractions of such a design and enumerates, in an accessible way, the main techniques of analysis, explaining their requirements, statistical properties and their substantive contributions"-- Provided by publisher. Intro -- Title Page -- Copyright Page -- Contents -- List of figures -- List of tables -- Preface -- Series editor's foreword -- Acknowledgements -- Chapter 1: Introduction to quantitative longitudinal data -- Introduction -- Cross-sectional social surveys -- Longitudinal social surveys with repeated contacts -- Modes of survey data collection -- The Research value of repeated contacts quantitative longitudinal data -- Conclusions -- Chapter 2: Quantitative longitudinal datasets -- Large-scale panel studies -- The British Household Panel Survey UK Household Longitudinal Study - Understanding society -- Cohort studies -- The major British cohort studies -- Other British birth cohort studies -- Other longitudinal studies -- Cross-national and comparative longitudinal studies -- Conclusions -- Chapter 3: Temporal analysis with cross-sectional data -- Introduction -- Comparing survey measures -- An example of analysing pooled cross-sectional surveys -- Cross-national comparative research using repeated cross-sectional surveys -- Conclusions -- Chapter 4: The analysis of duration data -- Introduction -- Measuring durations Duration models -- Parametric duration models -- Competing risk models -- Discrete-time models -- Conclusions -- Chapter 5: The analysis of repeated contacts data -- Introduction -- Approaches to analysing panel data: Part 1 -- Approaches to analysing panel data: Part 2 -- Comparing different panel models: Example 1 -- Comparing different panel models: Example 2 -- Comparing fixed effects panel models and random effects panel models -- Panel models for binary outcomes -- Panel models with other outcomes -- Dynamic panel models -- Estimating random effects models in Stata -- Conclusions Chapter 6: Adopting the long view: A review of analytical methods -- The main message -- Using existing datasets -- Statistical models for quantitative longitudinal analyses -- Further methodological issues -- Speculation on the future of longitudinal social science datasets and other emerging resources -- Conclusions -- Chapter 7: Getting started -- The workflow -- Data enabling -- Using Stata -- Longitudinal data structures in Stata -- Last words -- Data citations -- Bibliography -- Index Description based on online resource; title from digital title page (viewed on March 15, 2021). Social sciences Statistical methods. http://id.loc.gov/authorities/subjects/sh85124018 Social sciences Longitudinal studies. Longitudinal method. http://id.loc.gov/authorities/subjects/sh85078296 Sciences sociales Méthodes statistiques. Sciences sociales Études longitudinales. Méthode longitudinale. Longitudinal method fast Social sciences Statistical methods fast Lambert, Paul (Lecturer), author. http://id.loc.gov/authorities/names/nb2009024664 has work: What is quantitative longitudinal data analysis? (Text) https://id.oclc.org/worldcat/entity/E39PCGpqFCFpxYxCBvTQT8PBpq https://id.oclc.org/worldcat/ontology/hasWork Print version: Gayle, Vernon. Quantitative longitudinal data analysis New York : Bloomsbury Academic, 2020. 9781350188846 (DLC) 2020034835 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2660389 Volltext |
| spellingShingle | Gayle, Vernon Lambert, Paul (Lecturer) Quantitative longitudinal data analysis : research methods / Intro -- Title Page -- Copyright Page -- Contents -- List of figures -- List of tables -- Preface -- Series editor's foreword -- Acknowledgements -- Chapter 1: Introduction to quantitative longitudinal data -- Introduction -- Cross-sectional social surveys -- Longitudinal social surveys with repeated contacts -- Modes of survey data collection -- The Research value of repeated contacts quantitative longitudinal data -- Conclusions -- Chapter 2: Quantitative longitudinal datasets -- Large-scale panel studies -- The British Household Panel Survey UK Household Longitudinal Study - Understanding society -- Cohort studies -- The major British cohort studies -- Other British birth cohort studies -- Other longitudinal studies -- Cross-national and comparative longitudinal studies -- Conclusions -- Chapter 3: Temporal analysis with cross-sectional data -- Introduction -- Comparing survey measures -- An example of analysing pooled cross-sectional surveys -- Cross-national comparative research using repeated cross-sectional surveys -- Conclusions -- Chapter 4: The analysis of duration data -- Introduction -- Measuring durations Duration models -- Parametric duration models -- Competing risk models -- Discrete-time models -- Conclusions -- Chapter 5: The analysis of repeated contacts data -- Introduction -- Approaches to analysing panel data: Part 1 -- Approaches to analysing panel data: Part 2 -- Comparing different panel models: Example 1 -- Comparing different panel models: Example 2 -- Comparing fixed effects panel models and random effects panel models -- Panel models for binary outcomes -- Panel models with other outcomes -- Dynamic panel models -- Estimating random effects models in Stata -- Conclusions Chapter 6: Adopting the long view: A review of analytical methods -- The main message -- Using existing datasets -- Statistical models for quantitative longitudinal analyses -- Further methodological issues -- Speculation on the future of longitudinal social science datasets and other emerging resources -- Conclusions -- Chapter 7: Getting started -- The workflow -- Data enabling -- Using Stata -- Longitudinal data structures in Stata -- Last words -- Data citations -- Bibliography -- Index Social sciences Statistical methods. http://id.loc.gov/authorities/subjects/sh85124018 Social sciences Longitudinal studies. Longitudinal method. http://id.loc.gov/authorities/subjects/sh85078296 Sciences sociales Méthodes statistiques. Sciences sociales Études longitudinales. Méthode longitudinale. Longitudinal method fast Social sciences Statistical methods fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85124018 http://id.loc.gov/authorities/subjects/sh85078296 |
| title | Quantitative longitudinal data analysis : research methods / |
| title_alt | What is quantitative longitudinal data analysis? |
| title_auth | Quantitative longitudinal data analysis : research methods / |
| title_exact_search | Quantitative longitudinal data analysis : research methods / |
| title_full | Quantitative longitudinal data analysis : research methods / Vernon Gayle and Paul Lambert. |
| title_fullStr | Quantitative longitudinal data analysis : research methods / Vernon Gayle and Paul Lambert. |
| title_full_unstemmed | Quantitative longitudinal data analysis : research methods / Vernon Gayle and Paul Lambert. |
| title_short | Quantitative longitudinal data analysis : |
| title_sort | quantitative longitudinal data analysis research methods |
| title_sub | research methods / |
| topic | Social sciences Statistical methods. http://id.loc.gov/authorities/subjects/sh85124018 Social sciences Longitudinal studies. Longitudinal method. http://id.loc.gov/authorities/subjects/sh85078296 Sciences sociales Méthodes statistiques. Sciences sociales Études longitudinales. Méthode longitudinale. Longitudinal method fast Social sciences Statistical methods fast |
| topic_facet | Social sciences Statistical methods. Social sciences Longitudinal studies. Longitudinal method. Sciences sociales Méthodes statistiques. Sciences sociales Études longitudinales. Méthode longitudinale. Longitudinal method Social sciences Statistical methods |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2660389 |
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