5 citations · 10 across the 4 of their papers we have counts for
4 papers
stochprofML: Stochastic Profiling Using Maximum Likelihood Estimation in R
Lisa Amrhein, Christiane Fuchs
Tissues are often heterogeneous in their single-cell molecular expression, and this can govern the regulation of cell fate. For the understanding of development and disease, it is…
Statistical inference for fractional diffusion process with random effects at discrete observations
El Omari Mohamed, Hamid El Maroufy, Christiane Fuchs
This paper deals with the problem of inference associated with linear fractional diffusion process with random effects in the drift. In particular we are concerned with the maximum…
Nonparametric estimation for fractional diffusion processes with random effects
M. El Omari, H. El Maroufy, C. Fuchs
We propose a nonparametric estimation for a class of fractional stochastic differential equations (FSDE) with random effects. We precisely consider general linear fractional stocha…
Bayesian Inference for Diffusion Processes: Using Higher-Order Approximations for Transition Densities
Susanne Pieschner, Christiane Fuchs
Modelling random dynamical systems in continuous time, diffusion processes are a powerful tool in many areas of science. Model parameters can be estimated from time-discretely obse…