1.0 - 8.00 - VARMAX Input - Teradata Vantage

Teradata® Vantage Machine Learning Engine Analytic Function Reference

Product
Teradata Vantage
Release Number
1.0
8.00
Release Date
May 2019
Content Type
Programming Reference
Publication ID
B700-4003-098K
Language
English (United States)
Table Description
data The alias, data, is required only if you specify the optional orders table.
orders [Optional] TimeSeriesOrders Output table. If omitted, you must specify the PDQ argument.

Input Table Schema

Column Data Type Description
timestamp_column Any [Column appears once for each specified timestamp_column.] Sequence (time points) of input value.
If time points do not have uniform intervals, run Interpolator function on them before running VARMAX function on input table.
partition_column Any [Column appears once for each specified partition_column.] Column by which input data is partitioned.
response_column Any numeric SQL data type [Column appears once for each specified response_column.] Value of response variable.
exogenous_column Any numeric SQL data type [Column appears once for each specified exogenous_column.] Value of exogenous variable.
Each input time series must:
  • Be an ordered sequence in a partition with uniform time intervals
  • Fit into memory
  • Not include NULL or numeric values, except as noted in the description of the ResponseColumns argument