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Time series analysis in the social s...
~
Shin, Youseop.
Time series analysis in the social sciences = the fundamentals /
Record Type:
Language materials, printed : Monograph/item
Title/Author:
Time series analysis in the social sciences/ Youseop Shin.
Reminder of title:
the fundamentals /
Author:
Shin, Youseop.
Published:
Oakland, California :University of California Press, : 2017.,
Description:
1 online resource (246 p.)
Subject:
Social Science. -
Online resource:
click for full text
ISBN:
0520966384
Time series analysis in the social sciences = the fundamentals /
Shin, Youseop.
Time series analysis in the social sciences
the fundamentals /[electronic resource] :Youseop Shin. - Oakland, California :University of California Press,2017. - 1 online resource (246 p.)
Includes bibliographical references and index.
Time series analysis in the social sciences: the fundamentals -- Contents -- Preface -- One: Time Series Analysis in the Social Sciences -- Two: Modeling -- Three: Diagnostics -- Four: Forecasting -- Five: Smoothing -- Six: Time Series Analysis with Two or More Time Series -- Seven: Time Series Analysis as an Impact Analysis Method -- Appendix One: Links to Online Time Series Analysis Program Manuals -- Appendix Two: US Monthly Violent Crime Rates, 1983-2004 -- Appendix Three: Data Resources for Social Science Time Series Analysis -- Appendix Four: Statistical Tables -- Notes -- References -- Index.
"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.
ISBN: 0520966384Subjects--Topical Terms:
811354
Social Science.
LC Class. No.: QA280
Dewey Class. No.: 519.55
Time series analysis in the social sciences = the fundamentals /
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the fundamentals /
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Includes bibliographical references and index.
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Time series analysis in the social sciences: the fundamentals -- Contents -- Preface -- One: Time Series Analysis in the Social Sciences -- Two: Modeling -- Three: Diagnostics -- Four: Forecasting -- Five: Smoothing -- Six: Time Series Analysis with Two or More Time Series -- Seven: Time Series Analysis as an Impact Analysis Method -- Appendix One: Links to Online Time Series Analysis Program Manuals -- Appendix Two: US Monthly Violent Crime Rates, 1983-2004 -- Appendix Three: Data Resources for Social Science Time Series Analysis -- Appendix Four: Statistical Tables -- Notes -- References -- Index.
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"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.
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http://portal.igpublish.com/iglibrary/search/UCPB0001590.html
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click for full text
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