get_est_param: Transform parameters estimated in SAM class to parameters...

In AIUQ: Ab Initio Uncertainty Quantification

Transform parameters estimated in SAM class to parameters structure in MSD function

Description

Transform parameters estimated using Maximum Likelihood Estimation (MLE) in SAM class, to parameters contained in MSD with structure theta in get_MSD.

Usage

get_est_param(theta, model_name)

Arguments

theta	estimated parameters through MLE
model_name	fitted stochastic process, options from ('BM','OU','FBM','OU+FBM')

Value

A vector of estimated parameters after transformation with structure theta in get_MSD.

Author(s)

Yue He [aut], Xubo Liu [aut], Mengyang Gu [aut, cre]

References

Gu, M., He, Y., Liu, X., & Luo, Y. (2023). Ab initio uncertainty quantification in scattering analysis of microscopy. arXiv preprint arXiv:2309.02468.

Gu, M., Luo, Y., He, Y., Helgeson, M. E., & Valentine, M. T. (2021). Uncertainty quantification and estimation in differential dynamic microscopy. Physical Review E, 104(3), 034610.

AIUQ documentation built on July 2, 2024, 9:06 a.m.