A Historical Excursus on the Statistical Validation Parameters for QSAR Models: A Clarification Concerning Metrics and Terminology.
Paola GramaticaAlessandro SangionPublished in: J. Chem. Inf. Model. (2016)
Keyphrases
- statistical models
- parameter estimation
- analytical models
- free parameters
- maximum likelihood
- historical data
- statistical methods
- probabilistic model
- model validation
- statistical modeling
- statistical model
- data driven
- sensitivity analysis
- bayesian framework
- computational models
- mathematical models
- complex systems
- statistical analysis
- similarity metrics
- statistical approaches
- model selection
- prior knowledge