TD_DURBIN_WATSON Output - Teradata Vantage

Database Unbounded Array Framework Time Series Functions

Deployment
VantageCloud
VantageCore
Edition
Enterprise
IntelliFlex
VMware
Product
Teradata Vantage
Release Number
17.20
Published
June 2022
Language
English (United States)
Last Update
2024-10-04
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The TD_DURBIN_WATSON function returns a primary result set consisting of one row per unique series instances acted upon by the function. There are no additional auxiliary layers returned by this function.

RETURNS TABLE Schema

Name Data Type Description
derived-series-identifier Varies The resultant series identifier inherited from the SERIES_ID.
ROW_I INTEGER Row identifier of the series.
NUM_SAMPLES INTEGER Total number of sample points in the residual series.
EXPLANTORY_COUNT INTEGER The number of explanatory variables in the original regression .
CONSTANT BYTEINT Indicator that a constant was included as an explanatory variable in the original regression. A value of 1 means a constant was included in the original regression. A value of 0 means a constant was not included in the original regression.
METHOD VARCHAR(9) The method used to calculate the for Durbin Watson test statistic (DW_VALUE).
  • DW_FORMULA means use the full summation formula to calculate the value.
  • ACR_LAG1 means run the regression, where the estimate of autocorrelation at lag 1,.
DW_VALUE FLOAT The calculated Durbin Watson test statistic.
DL_VALUE FLOAT The lower bound Durbin Watson critical value extracted from the internal tables.
DU_VALUE FLOAT The upper bound Durbin-Watson critical value extracted from the internal tables.
SIGNIFICANCE_LEVEL FLOAT The significance level used for the test.
NULL_HYPOTH VARCHAR(13) The result of the test.
  • ACCEPT means the null hypothesis is accepted, and there is no serial correlation evident.
  • REJECT means the null hypothesis is rejected, and there is evidence of serial correlation.
  • INCONCLUSIVE means the results of the test are inconclusive.