Definition
Consider a discrete time stochastic process {}, and suppose that it can be written as an autoregressive process of order p:
Here, {} is a serially uncorrelated, mean zero stochastic process with constant variance . For convenience, assume . If is a root of the characteristic equation:
then the stochastic process has a unit root or, alternatively, is integrated of order one, denoted . If m = 1 is a root of multiplicity r, then the stochastic process is integrated of order r, denoted I(r).
Read more about this topic: Unit Root
Famous quotes containing the word definition:
“The physicians say, they are not materialists; but they are:MSpirit is matter reduced to an extreme thinness: O so thin!—But the definition of spiritual should be, that which is its own evidence. What notions do they attach to love! what to religion! One would not willingly pronounce these words in their hearing, and give them the occasion to profane them.”
—Ralph Waldo Emerson (1803–1882)
“The very definition of the real becomes: that of which it is possible to give an equivalent reproduction.... The real is not only what can be reproduced, but that which is always already reproduced. The hyperreal.”
—Jean Baudrillard (b. 1929)
“According to our social pyramid, all men who feel displaced racially, culturally, and/or because of economic hardships will turn on those whom they feel they can order and humiliate, usually women, children, and animals—just as they have been ordered and humiliated by those privileged few who are in power. However, this definition does not explain why there are privileged men who behave this way toward women.”
—Ana Castillo (b. 1953)