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Time series analysis in the social sciences : the fundamentals /

"This book focuses on fundamental elements of time-series analysis that social scientists need to understand to employ time-series analysis for their research and practice. Avoiding extraordinary mathematical materials, this book explains univariate time-series analysis step-by-step, from the p...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Shin, Youseop, 1964- (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Oakland, California : University of California Press, [2017]
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Shin, Youseop,  |d 1964-  |e author. 
245 1 0 |a Time series analysis in the social sciences :  |b the fundamentals /  |c Youseop Shin. 
264 1 |a Oakland, California :  |b University of California Press,  |c [2017] 
300 |a 1 online resource (xii, 232 pages) 
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504 |a Includes bibliographical references and index. 
505 0 |a Time series analysis in the social sciences -- Modeling -- Diagnostics -- Forecasting -- Smoothing -- Time series analysis with two or more time series -- Time series analysis as an impact analysis method. 
520 |a "This book focuses on fundamental elements of time-series analysis that social scientists need to understand to employ time-series analysis for their research and practice. Avoiding extraordinary mathematical materials, this book explains univariate time-series analysis step-by-step, from the preliminary visual analysis through the modeling of seasonality, trends, and residuals to the prediction and the evaluation of estimated models. Then, this book explains smoothing, multiple time-series analysis, and interrupted time-series analysis. At the end of each step, this book coherently provides an analysis of the monthly violent-crime rates as an example."--Provided by publisher 
588 0 |a Online resource; title from digital title page (viewed on February 03, 2017). 
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650 7 |a MATHEMATICS  |x Probability & Statistics  |x General.  |2 bisacsh 
650 7 |a SOCIAL SCIENCE  |x Criminology.  |2 bisacsh 
650 7 |a Social sciences  |x Statistical methods.  |2 fast  |0 (OCoLC)fst01122983 
650 7 |a Time-series analysis.  |2 fast  |0 (OCoLC)fst01151190 
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