What is Quantitative Longitudinal Data Analysis?

ISBN-13: 9781472515407 / Angielski / Miękka / 2018 / 168 str.

UK) Professor Vernon Gayle (University of Edinburgh; UK) Dr Paul Lambert (University of Stirling

Opis

Across the social sciences, there is widespread agreement that quantitative longitudinal research designs offer analysts powerful scientific data resources. But, to date, most texts on social survey analysis have been written from a statistical, rather than a social science data analysis perspective and they lack adequate coverage of common practical challenges.This book provides a practical and up-to-date introduction to influential approaches to quantitative longitudinal data analysis in the social sciences. The book 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 contribution.The book is designed for postgraduates and researchers across the social sciences considering the use of quantitative longitudinal data resources in their research. It will also be an excellent text for undergraduate and postgraduate courses on advanced quantitative methods.

Spis treści

1. Introduction 2. Getting Started 3. Temporal Analysis with Cross-Sectional Data 4. Analysis of Data on Durations 5. Analysis of Repeated Contacts Data 6. Conclusion Bibliography Index