9 February 1988 Example 6: Use of modelspan to facilitate finding an acceptable model for an economist's index series. We could not find a model with good diagnostics for the full series. A graph of the log-transformed series suggests it has a different growth rate after the first three years. An acceptable model was found for the data span beginning January, 1989. Note the improvements to all the modeling diagnostics. # Example 6: index0.spc # An economist's index series. Difficult to find an acceptable model without # a modelspan statement. Series{ title = "Index Series Run with Full-Series Modeling" file="index.dat" start = 1986.jan } transform{ function=log } regression{ variables=( AO1991.Apr ) } arima{ model=([1,6] 1 0)(0 1 1) } estimate{ } check{print=all} forecast{ maxlead=36 } # Example 6: index.spc # Modelspan allows us to find an acceptable model for an economist's index series. Series{ title = "Index Series Run using Modelspan" file="index.dat" start = 1986.jan modelspan = (1989.jan,) } transform{ function=log } regression{ variables=( AO1991.Apr ) } arima{ model=([1,6] 1 0)(0 1 1) } estimate{ } check{print=all} forecast{ maxlead=36 }