Parameter Estimation
Cross-source consensus on Parameter Estimation from 1 sources and 5 claims.
1 sources · 5 claims
How it works
Evidence quality
Highlighted claims
- Parameter estimation encodes quantitative experimental data and qualitative trends as BLTL formulas. — Statistical Model Checking based Analysis of Biological Networks
- A candidate parameter vector defines uncertainty intervals around unknown parameters that are combined with initial concentration intervals. — Statistical Model Checking based Analysis of Biological Networks
- The objective rewards qualitative properties and the normalized fraction of matched data points without requiring exact fit to every observation. — Statistical Model Checking based Analysis of Biological Networks
- The framework uses SRES to search parameter space, but it is not tied to that optimizer. — Statistical Model Checking based Analysis of Biological Networks
- The MLC phosphorylation case supports that the SMC objective can generalize beyond calibration data. — Statistical Model Checking based Analysis of Biological Networks