Time series analysis in the social sciences the fundamentals / [electronic resource] :

• 作者： Shin, Youseop.
• 出版： Oakland, California : University of California Press
• 主題： Social Science. , Criminology.
• ISBN： 0520966384 、 9780520293168 、 9780520293175 、 9780520966383
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: 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.
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• 摘要註: "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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