TD_BREUSCH_PAGAN_GODFREY Output - Teradata Vantage

Teradata® VantageCloud Lake

Deployment
VantageCloud
Edition
Lake
Product
Teradata Vantage
Published
January 2023
Language
English (United States)
Last Update
2024-04-03
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The TD_BREUSCH_PAGAN_GODFREY function returns a primary result set consisting of one row per unique series acted upon by the function. The function returns a primary result set consisting of one row per unique series instance acted on 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 BIGINT Index of time series.
NUM_SAMPLES INTEGER Total number of sample points in the residual series.
EXPLANATORY_COUNT INTEGER The number of explanatory variables used in the auxiliary regression.
RSS_ORIG FLOAT The calculated residual sum of squares (RSS) from the residuals associated with the original regression.
MLE_VARIANCE FLOAT The calculated, maximum likelihood variance of the residuals from the auxiliary regression.
AUX_ESS FLOAT The calculated explained sum of squares (ESS) relative to the residuals from the auxiliary regression.
DEGRESS_FREEDOM INTEGER The calculated degrees of freedom relative to the auxiliary regression.
SIGNIFICANCE_LEVEL FLOAT The significance level used for the test.
BPG_VALUE FLOAT The calculated Breusch-Pagan-Godfrey test statistic value.
P_VALUE FLOAT The p-value corresponding to the calculated test statistic.
CHISQUARE_VALUE FLOAT The chi-squared critical value from the chisquared-statistic tables.
CRITICAL_P FLOAT The p-value corresponding to the critical value.
NULL_HYPOTH VARCHAR(8) The result of the test.
  • ACCEPT means the null hypothesis is accepted, and there is homoscedasticity variance evident.
  • REJECT means the null hypothesis is rejected, and there is evidence of heteroscedasticity.