Problem Note 59637: Standard errors computed by PROC VARMAX might not be correct when the ECM= option is used and model includes only one dependent variable
The standard errors of the parameter estimates associated with the nonstationary exogenous variables in PROC VARMAX might be incorrect under the following conditions:
- the ECM= option is specified in the MODEL statement
- the model includes only a single dependent variable
- the model includes one or more nonstationary exogenous variables
The t-statistics and p-values associated with the parameter estimates for the exogenous variables in the model should be interpreted with caution.
Note that the parameter estimates for all terms in the model are correct. Therefore, the forecasts and confidence limits computed by the OUTPUT statement and written to the OUT= data set are also correct. Also note that if the ECM= option is specified and more than one dependent variable is included in the model, then the standard errors associated with the nonstationary exogenous variables are correct. The problem occurs only when there is a single dependent variable specified in the Error Correction Model equation.
There is no circumvention for this problem.
Operating System and Release Information
SAS System | SAS/ETS | z/OS | 9.3 | | 9.3 TS1M0 | |
Microsoft® Windows® for x64 | 9.3 | | 9.3 TS1M0 | |
Microsoft Windows Server 2003 Datacenter Edition | 9.3 | | 9.3 TS1M0 | |
Microsoft Windows Server 2003 Enterprise Edition | 9.3 | | 9.3 TS1M0 | |
Microsoft Windows Server 2003 Standard Edition | 9.3 | | 9.3 TS1M0 | |
Microsoft Windows Server 2003 for x64 | 9.3 | | 9.3 TS1M0 | |
Microsoft Windows Server 2008 | 9.3 | | 9.3 TS1M0 | |
Microsoft Windows Server 2008 R2 | 9.3 | | 9.3 TS1M0 | |
Microsoft Windows Server 2008 for x64 | 9.3 | | 9.3 TS1M0 | |
Microsoft Windows XP Professional | 9.3 | | 9.3 TS1M0 | |
Windows 7 Enterprise 32 bit | 9.3 | | 9.3 TS1M0 | |
Windows 7 Enterprise x64 | 9.3 | | 9.3 TS1M0 | |
Windows 7 Home Premium 32 bit | 9.3 | | 9.3 TS1M0 | |
Windows 7 Home Premium x64 | 9.3 | | 9.3 TS1M0 | |
Windows 7 Professional 32 bit | 9.3 | | 9.3 TS1M0 | |
Windows 7 Professional x64 | 9.3 | | 9.3 TS1M0 | |
Windows 7 Ultimate 32 bit | 9.3 | | 9.3 TS1M0 | |
Windows 7 Ultimate x64 | 9.3 | | 9.3 TS1M0 | |
Windows Vista | 9.3 | | 9.3 TS1M0 | |
Windows Vista for x64 | 9.3 | | 9.3 TS1M0 | |
64-bit Enabled AIX | 9.3 | | 9.3 TS1M0 | |
64-bit Enabled HP-UX | 9.3 | | 9.3 TS1M0 | |
64-bit Enabled Solaris | 9.3 | | 9.3 TS1M0 | |
HP-UX IPF | 9.3 | | 9.3 TS1M0 | |
Linux | 9.3 | | 9.3 TS1M0 | |
Linux for x64 | 9.3 | | 9.3 TS1M0 | |
Solaris for x64 | 9.3 | | 9.3 TS1M0 | |
*
For software releases that are not yet generally available, the Fixed
Release is the software release in which the problem is planned to be
fixed.
The standard errors of the parameter estimates associated with the nonstationary exogenous variables in the model might not be correct when the ECM= option is used and the model includes only a single dependent variable.
Type: | Problem Note |
Priority: | medium |
Topic: | Analytics ==> Econometrics Analytics ==> Financial Analysis Analytics ==> Forecasting Analytics ==> Time Series Analysis SAS Reference ==> Procedures ==> VARMAX
|
Date Modified: | 2017-01-05 14:36:11 |
Date Created: | 2017-01-05 11:24:29 |