get_est_param {AIUQ} | R Documentation |
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.
[Package AIUQ version 0.5.2 Index]