Estimation of Kinetic Parameters in Stochastic Biomedical Models Using Estimation Theory.
Lukas David SchuckRobert LippLejla Begic FazlicGuido DartmannAnke SchmeinkPublished in: SISY (2021)
Keyphrases
- parameter estimation
- parametric models
- maximum likelihood estimation
- probabilistic model
- experimental data
- parameter estimates
- parameters estimation
- statistical models
- autoregressive
- estimation algorithm
- estimation accuracy
- stochastic model
- maximum likelihood
- estimation problems
- estimation process
- closed form solutions
- biological systems
- density estimation
- monte carlo
- complex systems
- monte carlo simulation
- free parameters
- stochastic models
- beta distribution