Time Series Analysis in the Social Sciences
Youseop Shin · 2017
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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.
Book details
- Year
- 2017
- Language
- English
- Publisher
- University of California Press
- Editions
- 5
- Pages
- 248
- ISBN
- 9780520293168
Data source: Wikidata