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The Noise Component:N(at)

David McDowall, Richard McCleary, and Bradley J. Bartos

in Interrupted Time Series Analysis

Published in print:
2019
Published Online:
February 2021
ISBN:
9780190943943
eISBN:
9780190943981
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780190943943.003.0003
Subject:
Sociology, Social Research and Statistics

Chapter 3 develops the methods or strategies for building ARIMA noise models. At one level, the iterative identify-estimate-diagnose modeling strategy proposed by Box and Jenkins has changed little. ... More


Noise Modeling

Richard McCleary, David McDowall, and Bradley J. Bartos

in Design and Analysis of Time Series Experiments

Published in print:
2017
Published Online:
May 2017
ISBN:
9780190661557
eISBN:
9780190661595
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780190661557.003.0003
Subject:
Sociology, Methodology and Statistics

Chapter 3 introduces the Box-Jenkins AutoRegressive Integrated Moving Average (ARIMA) noise modeling strategy. The strategy begins with a test of the Normality assumption using a Kolomogov-Smirnov ... More


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