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Time series analysis in the social sciences the fundamentals / Youseop Shin.
| Author/creator | Shin, Youseop, 1964- |
| Format | Electronic |
| Publication Info | Oakland, California : University of California Press, [2017] |
| Description | 1 online resource. |
| Supplemental Content | Full text available from eBooks on EBSCOhost |
| Subjects |
| Contents | 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. |
| Abstract | "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. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Source of description | Description based on print version record and CIP data provided by publisher. |
| Issued in other form | Print version: Shin, Youseop, 1964- author. Time series analysis in the social sciences Oakland, California : University of California Press, [2017] 9780520293168 |
| Genre/form | Electronic books. |
| LCCN | 2016023292 |
| ISBN | 9780520966383 (epub) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |