pysteps.timeseries.autoregression.adjust_lag2_corrcoef2

pysteps.timeseries.autoregression.adjust_lag2_corrcoef2

pysteps.timeseries.autoregression.adjust_lag2_corrcoef2(gamma_1, gamma_2)

A more advanced adjustment of lag-2 temporal autocorrelation coefficient to ensure that the resulting AR(2) process is stationary when the parameters are estimated from the Yule-Walker equations.

Parameters
  • gamma_1 (float) – Lag-1 temporal autocorrelation coeffient.

  • gamma_2 (float) – Lag-2 temporal autocorrelation coeffient.

Returns

out – The adjusted lag-2 correlation coefficient.

Return type

float