larch.numba.Model.estimation_statistics

larch.numba.Model.estimation_statistics

Model.estimation_statistics()

Create an XHTML summary of estimation statistics.

This will generate a small table of estimation statistics, containing:

  • Log Likelihood at Convergence

  • Log Likelihood at Null Parameters (if known)

  • Log Likelihood with No Model (if known)

  • Log Likelihood at Constants Only (if known)

Additionally, for each included reference value (i.e. everything except log likelihood at convergence) the rho squared with respect to that value is also given.

Each statistic is reported in aggregate, as well as per case.

Parameters

compute_loglike_null (bool, default True) – If the log likelihood at null values has not already been computed (i.e., if it is not cached) then compute it, cache its value, and include it in the output.

Returns

xmle.Elem