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Analyzing Single System Design Data$
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William Nugent

Print publication date: 2009

Print ISBN-13: 9780195369625

Published to Oxford Scholarship Online: February 2010

DOI: 10.1093/acprof:oso/9780195369625.001.0001

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Regression-Discontinuity and ARIMA Models

Regression-Discontinuity and ARIMA Models

Chapter:
(p.31) 2 Regression-Discontinuity and ARIMA Models
Source:
Analyzing Single System Design Data
Author(s):

William R. Nugent

Publisher:
Oxford University Press
DOI:10.1093/acprof:oso/9780195369625.003.0002

This chapter covers regression-discontinuity models for analyzing the data from single case designs. Auto-regressive-integrated-moving-average models are also described and illustrated. These statistical methods are useful when there are a large number of observations in the phases of a single case design. These methods are described in detail and illustrated using data from a study of the implementation of an Aggression Replacement Training program implemented in a runaway shelter.

Keywords:   ARIMA models, autoregressive integrated moving average models, regression-discontinuity models

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