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David Mcdowall

Interrupted Time Series Analysis

Ebook (PDF Format)

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 de… Mehr

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Produktdetails


Weitere Autoren: McCleary, Richard / Bartos, Bradley J.
  • ISBN: 978-0-19-094396-7
  • EAN: 9780190943967
  • Produktnummer: 32608751
  • Verlag: Oxford University Press
  • Sprache: Englisch
  • Erscheinungsjahr: 2019
  • Seitenangabe: 240 S.
  • Plattform: PDF
  • Masse: 19'079 KB
  • Abbildungen: 69 black and white line drawings

Über den Autor


David McDowall is Distinguished Teaching Professor at the University at Albany, State University of New York. He serves on the faculty of Albany's School of Criminal Justice, where he also co-directs the Violence Research Group. His research interests involve the social distribution of criminal violence, including trends and other temporal features in crime rates.Richard McCleary is a professor at the University of California, Irvine. In addition to faculty appointments in Criminology, Law and Society, Environmental Health Sciences, and Planning, Policy and Design, he directs the Irvine Simulation Modeling Laboratory. His research interests include population forecast models, time series models, and survival models.Bradley J. Bartos is a doctoral candidate in the Department of Criminology, Law and Society at the University of California, Irvine. Through his work with the Irvine Simulation Modeling Laboratory, he has developed discrete-event population projection models for various criminal-justice and corrections systems in California. His research interests include mass incarceration, policy evaluation, time series models, and synthetic control group designs.

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