Representing Model Discrepancy in Bound-to-Bound Data Collaboration.
Wenyu LiArun HegdeJames OrelukAndrew K. PackardMichael FrenklachPublished in: SIAM/ASA J. Uncertain. Quantification (2021)
Keyphrases
- data sets
- experimental data
- statistical model
- probabilistic model
- test data
- prior knowledge
- data sources
- data processing
- data analysis
- input data
- data collection
- network structure
- synthetic data
- high level
- lower bound
- high quality
- measured data
- databases
- training data
- probability distribution
- data quality
- computational model
- objective function
- statistical analysis
- linear regression
- database
- empirical data
- learning models
- sensor data
- error bounds
- statistical methods
- mathematical model
- em algorithm
- data structure
- data mining techniques
- upper bound