Where t is the time of sampling, t x is the sample value at time t,
is the constant, is the autoregressive coefficient
(1 1) , and t is the independent random error term
(common cause variation) at time t following
2 N(0, ) . If an
increasing linear trend exists in such a process, its representative
model is called the trend AR(1) model (Guh, 2008):