statsmodels.robust.norms.HuberT.psi#

HuberT.psi(z)[source]#

The psi function for Huber’s t estimator

The analytic derivative of rho.

\[\begin{split}\psi(z) = \begin{cases} z & \text{for } |z| \le t \\ \text{sign}(z) \cdot t & \text{for } |z| > t \end{cases}\end{split}\]
Parameters:
zarray_like

1d array

Returns:
psindarray

The value of the psi function.