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Synopsis
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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Product Description
Applied Panel Data Analysis for Economic and Social Surveys 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.
Review
From the reviews:
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)"About this title" may belong to another edition of this title.
- PublisherSpringer
- Publication date2013
- ISBN 10 3642329136
- ISBN 13 9783642329135
- BindingHardcover
- LanguageEnglish
- Number of pages342
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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
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 344 pp. Englisch. Seller Inventory # 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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Buch. Condition: 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. Seller Inventory # 9783642329135
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