Explanatory Model Analysis: Explore, Explain and Examine Predictive Models, : by Przemyslaw Biecek, Tomasz Burzykowski, Boca Raton, FL, Chapman and Hall/CRC, Taylor & Francis Group, 2021, xiii + 311 pp., $79.96 (hbk), ISBN 978-0-367-13559-1.
Stan LipovetskyPublished in: Technometrics (2022)
Keyphrases
- experimental data
- probabilistic model
- computational model
- hybrid model
- neural network model
- classification models
- model validation
- predictive model
- empirical data
- formal model
- statistical models
- parameter estimation
- modeling framework
- prior knowledge
- linear models
- probability distribution
- analytical model
- hierarchical model
- computational models
- neural network
- management system
- parametric models
- stochastic model
- complex systems
- model fitting
- conceptual model
- statistical analysis
- model construction
- statistical modeling
- learned models
- accurate models
- data analysis
- finite state machines
- autoregressive
- linear model
- metamodel
- fuzzy logic
- least squares