BOX-JENKINS METHOD WHEN SERIES IS WHITE NOISE
Autocorrelation sometimes known as serial correlation in the discrete time case is the correlation of a signal with a delayed copy of itself as a function of delay. Time-series measurement most often occurs in uniform intervals.
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The analysis of autocorrelation is a mathematical tool for finding repeating patterns such as the presence of a.
. Time-series designs are defined by repeated measurement of variables of interest over a period of time Box Jenkins 1970. Time-series analysis is a statistical method of analyzing data from repeated observations on a single unit or individual at regular intervals over a large number of observations. However this is no longer a constraint of time-series designs see Harvey 2001.
Informally it is the similarity between observations as a function of the time lag between them.
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