Single Series ARIMA Results - Review and Residuals Tab

Select the Review & residuals tab of the Single Series ARIMA Results dialog box to access options to review the original series, the transformed series, and the residuals.

Element Name Description
Review and plot variables Use the options in the Review and plot variables group box to review or plot the original series, the transformed and differenced series, and the residuals (computed for the transformed and differenced series; thus those residuals may be different than those computed by the Forecasting options on the Advanced tab). The labeling of the individual observations (that is, of the respective points in time represented by the rows in spreadsheets or the horizontal x-axis in plots) is determined by the selections in the Label data points with box (see below). For the plots, you can choose to Scale the x-axis in the plots manually (see below). This is often useful when the series consists of several regularly recurring time intervals, for example, if it is made up of 10 years with 12 (monthly) observations each. Then it may be useful to scale the x-axis in the plot so that each major tickmark indicates one year.
Review original series/Plot 1 Click the Review original series button or adjacent Plot 1 button to display a spreadsheet or a plot, respectively, with the values for the original series (prior to transformations and differencing).
Review transformed series/Plot 2 Click the Review transformed series button or adjacent Plot 2 button to display a spreadsheet or a plot, respectively, with the values for the transformed and differenced series.
Review residuals/Plot 3 Click the Review residuals button or adjacent Plot 3 button to display a spreadsheet or a plot, respectively, with the values for the residuals, computed from the transformed and differenced series.
Display/plot subset of cases only If the Display/plot subset of cases only check box is selected, the from and through boxes become available, in which you enter the values to select a range of observations to include in the plot or display.
Scale x-axis in plots manually (min, step) The setting of this check box affects the scaling of the x-axis in line plots of single or multiple variables (series). The choice of scaling is retained across other analytical procedures in this module, for example, when plotting forecasts from an ARIMA analysis. By default, if this check box is not set, the x-axis in all plots will always be scaled so that 1) all valid data points are displayed in the plot, and 2) that the tickmarks (steps) on the x-axis are "neat" (i.e., the significant digit of the step size is either 1, 2, or 5). However, if there is a known periodicity in the data that is of interest, such as 12 months per year or 10 observations per day, etc., then it may be useful to set this check box and to scale the x-axis for plots accordingly.
Label data points with The Label data points with group box contains four options: Case names, Case numbers, Dates from a variable, and Consecutive integers. The selected option button determines the labeling of the data points in displays or plots. The setting of these option buttons will be retained across other analytical procedures in this module, for example, when displaying residuals from an ARIMA analysis.
Case names Select the Case names option button if there are case names available in the data file to use the names to label the data points (rows in spreadsheets and the x-axis in plots).
Case numbers By default, the Case numbers option button is selected. In this case, each point will be identified by the respective case number, and case numbers will be used on the x-axis in plots of available series.
Dates from a var Select the Dates from a var option button to display a standard variable selection dialog, in which you select the variable containing dates (i.e., values formatted as dates). Note you can also open this dialog by clicking the Variable button (see below). Those dates will then be used to label points in spreadsheets and the x-axis in plots.
Variable Click the Variable button to display the standard variable selection dialog box, in which you select or change the variable containing dates (i.e., values formatted as dates).
Consecutive integers Select the Consecutive integers option button to label, starting from 1, the points and x-axis in plots. Note that what will be displayed is the offset (plus one) of the respective data point from the first data point of any variable in the active work area. For example, suppose you have in the active work area two series called S1 and S2. S1 has its first valid observation at case number 5, and S2 has its first valid observation at case number 8. If you select the Review multiple variables button (see above) to display both variables, and select the Consecutive integers option button, then the first valid observation for variable S1 will be labeled 1, and the first valid observation for variable S2 will be labeled 4.