Interrupted Time Series Analysis Paperback / softback
by David (Distinguished Teaching Professor, Distinguished Teaching Professor, School of Crimi McDowall, Richard (Professor of Criminology, Law, and Society and Planning, Policy and Design, Profe McCleary, Bradley J. (Ph.D. Candidate, Ph.D. Candidate, School of Social Ecology at the University of Bartos
Paperback / softback
Description
Interrupted Time Series Analysis develops a comprehensive set of models and methods for drawing causal inferences from time series.
It provides example analyses of social, behavioral, and biomedical time series to illustrate a general strategy for building AutoRegressive Integrated Moving Average (ARIMA) impact models.
Additionally, the book supplements the classic Box-Jenkins-Tiao model-building strategy with recent auxiliary tests for transformation, differencing, and model selection.
Not only does the text discuss new developments, including the prospects for widespread adoption of Bayesian hypothesis testing and synthetic control group designs, but it makes optimal use of graphical illustrations in its examples.
With forty completed example analyses that demonstrate the implications of model properties, Interrupted Time Series Analysis will be a key inter-disciplinary text in classrooms, workshops, and short-courses for researchers familiar with time series data or cross-sectional regression analysis but limited background in the structure of time series processes and experiments.
Information
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Out of stock
- Format:Paperback / softback
- Pages:200 pages, 69 black and white line drawings
- Publisher:Oxford University Press Inc
- Publication Date:24/10/2019
- Category:
- ISBN:9780190943950
Information
-
Out of stock
- Format:Paperback / softback
- Pages:200 pages, 69 black and white line drawings
- Publisher:Oxford University Press Inc
- Publication Date:24/10/2019
- Category:
- ISBN:9780190943950
