On estimating the parameters of generalized logistic model from census data: Drawback of classical approach and reliable inference using Bayesian framework.
Dipali Vasudev MestryAmiya Ranjan BhowmickPublished in: Ecol. Informatics (2021)
Keyphrases
- bayesian framework
- hyperparameters
- bayesian model
- logistic model
- census data
- prior distribution
- expectation maximization
- prior knowledge
- bayesian methods
- probability density function
- generative model
- posterior probability
- posterior distribution
- gaussian process
- maximum a posteriori
- maximum likelihood
- bayesian formulation
- data driven markov chain monte carlo
- parameter estimation
- bayesian inference
- logistic regression
- collected data
- bayesian networks
- em algorithm
- video sequences
- model selection
- geo referenced
- markov random field