Scalar Time Series Forecasting and Analysis Functions

Scalar time series and forecasting UDF functions support the TS_GARCH and TS_AUTO_ARIMA aggregate functions. TS_GARCH and TS_AUTO_ARIMA each produce a binary composite, but also accept binary inputs. The TS_INT_ARRAY function provides inputs for TS_AUTO_ARIMA and TS_AUTO_ARIMA_OUTLIER; the TS_DOUBLE_ARRAY function provides inputs for TS_GARCH. The other scalar functions return individual scalar result values from the aggregate functions. The supporting scalar functions map the parameters of the TS_GARCH and TS_AUTO_ARIMA functions to the parameters of the C functions contained in the external IMSL libraries.

The following scalar functions support the TS_GARCH aggregate function.

Scalar functions that support TS_GARCH

Time series functions

Parameters

TS_DOUBLE_ARRAY

(xguess1, xguess2, [ … [ , xguess10] …] ])

TS_GARCH_RESULT_A

(ts_garch_result)

TS_GARCH_RESULT_AIC

(ts_garch_result)

TS_GARCH_RESULT_USER

(ts_garch_result, model_element_number)

The following scalar functions support the TS_AUTO_ARIMA aggregate function:

Scalar functions that support TS_AUTO_ARIMA

Time series functions

Parameters

TS_INT_ARRAY

(int1, int2, int3, int4, [ … [ , int10] …] ])

TS_AUTO_ARIMA_ RESULT_AIC

(auto_arima_result)

TS_AUTO_ARIMA_ RESULT_AICC

(auto_arima_result)

TS_AUTO_ARIMA_ RESULT_BIC

(auto_arima_result)

TS_AUTO_ARIMA_ RESULT_FORECAST_VALUE

(auto_arima_result,model_element_number)

TS_AUTO_ARIMA_ RESULT_FORECAST_ERROR

(auto_arima_result,forecast_element_number)

TS_AUTO_ARIMA_ RESULT_MODEL_P

(auto_arima_result)

TS_AUTO_ARIMA_ RESULT_MODEL_Q

(auto_arima_result)

TS_AUTO_ARIMA_ RESULT_MODEL_S

(auto_arima_result)

TS_AUTO_ARIMA_ RESULT_MODEL_D

(auto_arima_result)

TS_AUTO_ARIMA_RESULT_RESIDUAL_SIGMA

(auto_arima_result)

The following scalar function supports the TS_AUTO_ARIMA_OUTLIER aggregate function:

Scalar function that supports TS_AUTO_ARIMA_OUTLIER

Time series functions

Parameters

TS_INT_ARRAY

(int1, int2, int3, int4, [ … [ , int10] …] ])

Related reference
TS_AUTO_ARIMA_RESULT_AIC Function [Scalar]
TS_AUTO_ARIMA_RESULT_AICC [Scalar]
TS_AUTO_ARIMA_RESULT_BIC Function [Scalar]
TS_AUTO_ARIMA_RESULT_FORECAST_ERROR Function [Scalar]
TS_AUTO_ARIMA_RESULT_FORECAST_VALUE Function [Scalar]
TS_AUTO_ARIMA_RESULT_MODEL_P Function [Scalar]
TS_AUTO_ARIMA_RESULT_MODEL_Q Function [Scalar]
TS_AUTO_ARIMA_RESULT_MODEL_S Function [Scalar]
TS_AUTO_ARIMA_RESULT_MODEL_D Function [Scalar]
TS_AUTO_ARIMA_RESULT_RESIDUAL_SIGMA Function [Scalar]
TS_DOUBLE_ARRAY Function [Scalar]
TS_GARCH_RESULT_A Function [Scalar]
TS_GARCH_RESULT_AIC Function [Scalar]
TS_GARCH_RESULT_USER [Scalar]
TS_INT_ARRAY Function [Scalar]