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“The monograph considers contemporary statistical analysis of panel survey data with repeated in time measurements on identical individuals, households, firms, nations, or other social entities. ... The monograph presents an excellent introductory textbook on the panel data ... . The book can be very helpful for lecturers, graduate students, and researchers using panel survey methods.” (Stan Lipovetsky, Technometrics, Vol. 59 (1), February, 2017)
“This book is written for applied researchers in the social fields. The level of the book refers to users with some theoretical background in statistics and econometrics, but no sound knowledge is required to read the book.” (Herbert S. Buscher, zbMATH, Vol. 1276, 2014)Reseña del editor
Many economic and social surveys are designed as panel studies, which provide important data for describing social changes and testing causal relations between social phenomena. This textbook shows how to manage, describe, and model these kinds of data. It presents models for continuous and categorical dependent variables, focusing either on the level of these variables at different points in time or on their change over time. It covers fixed and random effects models, models for change scores and event history models. All statistical methods are explained in an application-centered style using research examples from scholarly journals, which can be replicated by the reader through data provided on the accompanying website. As all models are compared to each other, it provides valuable assistance with choosing the right model in applied research. The textbook is directed at master and doctoral students as well as applied researchers in the social sciences, psychology, business administration and economics. Readers should be familiar with linear regression and have a good understanding of ordinary least squares estimation.
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- VerlagSpringer
- Erscheinungsdatum2013
- ISBN 10 3642329136
- ISBN 13 9783642329135
- EinbandTapa dura
- SpracheEnglisch
- Anzahl der Seiten344
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Applied Panel Data Analysis for Economic and Social Surveys
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Springer Berlin Heidelberg, 2013
ISBN 10: 3642329136
ISBN 13: 9783642329135
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Applied Panel Data Analysis for Economic and Social Surveys
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Applied Panel Data Analysis for Economic and Social Surveys
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Applied Panel Data Analysis for Economic and Social Surveys
Verlag:
Springer Berlin Heidelberg, Springer Berlin Heidelberg, 2013
ISBN 10: 3642329136
ISBN 13: 9783642329135
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Hardcover
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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - Many economic and social surveys are designed as panel studies, which provide important data for describing social changes and testing causal relations between social phenomena. This textbook shows how to manage, describe, and model these kinds of data. It presents models for continuous and categorical dependent variables, focusing either on the level of these variables at different points in time or on their change over time. It covers fixed and random effects models, models for change scores and event history models. All statistical methods are explained in an application-centered style using research examples from scholarly journals, which can be replicated by the reader through data provided on the accompanying website. As all models are compared to each other, it provides valuable assistance with choosing the right model in applied research. The textbook is directed at master and doctoral students as well as applied researchers in the social sciences, psychology, business administration and economics. Readers should be familiar with linear regression and have a good understanding of ordinary least squares estimation. Artikel-Nr. 9783642329135
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Applied Panel Data Analysis for Economic and Social Surveys [English] [Hardcover] Empirical Social and Economic Research Faculty of Business Administration Economics Social Sciences University of Cologne Köln Mathematik Informatik Mathe Wahrscheinlichkeit Kombinatorik Sozialwissenschaften Soziologie Empirische Sozialforschung Wirtschaft Volkswirtschaftslehre Ökonometrie Event History Analysis Fixed effects regression Panel analysis of categorical data Panel Data Random effects regression Hans-Jürgen Andreß (Autor), Katrin Golsch (Autor), Alexander W. Schmidt (Autor)
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Hardcover. Zustand: gut. 2013. Many economic and social surveys are designed as panel studies, which provide important data for describing social changes and testing causal relations between social phenomena. This textbook shows how to manage, describe, and model these kinds of data. It presents models for continuous and categorical dependent variables, focusing either on the level of these variables at different points in time or on their change over time. It covers fixed and random effects models, models for change scores and event history models. All statistical methods are explained in an application-centered style using research examples from scholarly journals, which can be replicated by the reader through data provided on the accompanying website. As all models are compared to each other, it provides valuable assistance with choosing the right model in applied research. The textbook is directed at master and doctoral students as well as applied researchers in the social sciences, psychology, business administration and economics. Readers should be familiar with linear regression and have a good understanding of ordinary least squares estimation. Useful for researchers using such household panel studies as GSOEP, BHPS or PSID, this book discusses methods of managing and analyzing panel data. Supplemental data sets and syntax files are provided via the book's website Autor: Hans-Jürgen Andreß a is Full Professor in Empirical Social and Economic Research at the Faculty of Business Administration, Economics and Social Sciences at the University of Cologne. His research interests include statistics and multivariate methods; labor market research; social and family policy. Katrin Golsch is a senior researcher at the Department of Sociology at Bielefeld University, Germany. Her core interests include statistical methods for the analysis of survey data and longitudinal data analysis in particular, life-course analysis, social structure, labor market research and comparative sociological research. Alexander Schmidt is a PhD candidate at the Research Training Group SOCLIFE, funded by the Germany Science Foundation. He teaches computer assisted data analysis and survey research at the Chair of Empirical Social and Economic Research at the Faculty of Business Administration, Economics and Social Sciences at the University of Cologne. His research focuses on social mobility and comparative welfare state analysis. Content: Introduction: Benefits and challenges of the panel design.- Outline of the book.- Audience and prerequisites.- Acknowledgements.- Managing panel data: The nature of panel data.- The basics of panel data management.- Three case studies on poverty in Germany.- How to represent a population with panel data?- Conclusion and further reading.- Describing and modeling panel data: Some basic terminology.- Measurements over time are not independent.- Describing the dependent variable.- Explaining the dependent variable over time: typical explanatory variables.- Modeling panel data.- Estimating models for panel data.- Overview of subsequent chapters.- Panel analysis of continuous variables: Modeling the level of Y.- Modeling the change of Y.- Conclusion and further reading.- Panel analysis of categorical variables: Modeling the level of Y: Discrete response models for panel data.- Modeling the change of Y: Discrete-time event history models for panel data.- Conclusion and further reading.- Conclusion: How to do your own panel analysis.- A: Functions of random variables.- B: Estimation and testing: Ordinary least squares.- How to compute a regression model fitting the data?- Sampling and sampling errors.- How to choose between different estimation methods?- How to estimate the parameters of an unknown population with a sample of data?- How to test parameters of an unknown population with a sample of data?- Maximum likelihood .- C: Web site of the textbook.- Bibliography.- Index. Zusatzinfo XV, 327 p. Verlagsort Berlin Sprache englisch Maße 155 x 235 mm Mathematik Informatik Mathe Wahrscheinlichkeit Kombinatorik Sozialwissenschaften Soziologie Empirische Sozialforschung Wirtschaft Volkswirtschaftslehre Ökonometrie Event History Analysis Fixed effects regression Panel analysis of categorical data Panel Data Random effects regression ISBN-10 3-642-32913-6 / 3642329136 ISBN-13 978-3-642-32913-5 / 9783642329135 In englischer Sprache. 327 pages. 2 x 16,5 x 24,8 cm. Artikel-Nr. BN25163
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Applied Panel Data Analysis for Economic and Social Surveys
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Hardcover. Zustand: Brand New. 2013 edition. 342 pages. 9.75x6.50x1.00 inches. In Stock. Artikel-Nr. x-3642329136
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