![]() For example, a simple plot of the FTSE/JSE stock market index would suggest that the time series is not stationary as the mean would appear to depend on time. ![]() ![]() The presence of deterministic or stochastic trends may induce nonstationary behaviour in a variable, which has important consequences for the construction and estimation of time series models. Typical examples in economics include measures of output and employment, while in finance, examples consist of asset prices, dividends and financial market indices. Many economic and financial time series exhibit some form of trending behaviour.
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