Index
A
ACF (autocorrelation function) 47, 48–50, 52–54
Additive model 285
ADF (Augmented Dickey-Fuller) 84
ADJMEAN option 336
Airline Passengers example 296–299
aliasing 342
ALTPARM option 140
amplitude 333
analysis methods 2–5
See also spectral analysis
AR models
extensions of 266–267
fitting in REG procedure 37–40
ARCH procedure 184–189
ARIMA model
about 25, 41
cointegration 189–208
example and instructions 56–104
methodology and example 122–161
model identification 46–56
models with explanatory variables 119–121
predictions 42–46
regression with time series errors and unequal variances 177–189
seasonal time series 107–120
statistical background 41
steps for analyzing nonseasonal univariate series 104–105
terminology and notation 41–42
ARIMA ...
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