LeastSquares#

class LeastSquares(ml, pcov=None, nfev=None, **kwargs)[source]#
Parameters:

Methods#

__init__

Solver based on Scipy's least_squares method (Virtanen et al., 2020).

ci_block_response

Method to calculate the confidence interval for the block response.

ci_contribution

Method to calculate the confidence interval for the contribution.

ci_simulation

Method to calculate the confidence interval for the simulation.

ci_step_response

Method to calculate the confidence interval for the step response.

get_parameter_sample

Method to obtain a parameter sets for monte carlo analyses.

misfit

This method is called by all solvers to obtain a series that are minimized in the optimization process.

objfunction

prediction_interval

Method to calculate the prediction interval for the simulation.

solve

to_dict