Signal extraction from long-term ecological data using Bayesian and non-Bayesian state-space models.
Guiming WangPublished in: Ecol. Informatics (2009)
Keyphrases
- long term
- data sets
- bayesian methods
- statistical inference
- maximum likelihood
- state space
- accurate models
- spatial data
- bayesian models
- historical data
- experimental data
- knowledge discovery
- data analysis
- high quality
- data sources
- measured data
- raw data
- prior knowledge
- data collection
- training data
- image data
- dynamical systems
- original data
- reinforcement learning
- learned models
- prior probabilities
- ecg signals
- data extraction
- bayesian network models
- autoregressive
- posterior probability
- data quality
- statistical methods
- dynamic programming
- database
- parameter estimation
- statistical analysis
- model selection
- input data