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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
- Erscheinungsdatum2015
- ISBN 10 3642434177
- ISBN 13 9783642434174
- EinbandTapa blanda
- SpracheEnglisch
- Anzahl der Seiten344
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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, 2015
ISBN 10: 3642434177
ISBN 13: 9783642434174
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Taschenbuch
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Taschenbuch. 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. 9783642434174
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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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Paperback. Zustand: Brand New. 2013 edition. 327 pages. 9.00x6.00x0.75 inches. In Stock. Artikel-Nr. x-3642434177
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