Estimating fine age structure and time trends in human contact patterns from coarse contact data: The Bayesian rate consistency model.
Shozen DanYu ChenYining ChenMelodie MonodVeronika K. JaegerSamir BhattAndré KarchOliver RatmannPublished in: PLoS Comput. Biol. (2023)
Keyphrases
- experimental data
- prior knowledge
- data sets
- data analysis
- probability distribution
- input data
- data records
- probabilistic model
- computational model
- data collection
- hidden variables
- prior information
- simulation data
- data mining techniques
- training data
- database
- parameter estimation
- knowledge discovery
- statistical methods
- graph representation
- human subjects
- learning models
- bayesian models
- intrinsic characteristics
- estimation process
- bayesian methods
- repeated patterns
- interesting patterns
- computational models
- posterior probability
- pattern mining
- sequential patterns
- sensor data
- missing data
- data sources
- neural network