get_est_param {AIUQ} | R Documentation |
Transform parameters estimated using Maximum Likelihood Estimation (MLE) in
SAM
class, to parameters contained in MSD with structure theta
in get_MSD
.
get_est_param(theta, model_name)
theta |
estimated parameters through MLE |
model_name |
fitted stochastic process, options from ('BM','OU','FBM','OU+FBM') |
A vector of estimated parameters after transformation with structure
theta
in get_MSD
.
Yue He [aut], Xubo Liu [aut], Mengyang Gu [aut, cre]
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.