Use of MATLAB in teaching the fundamentals of random variables.
Gordana Jovanovic-DolecekAlfonso Fernández-VázquezPublished in: ACM SIGCSE Bull. (2008)
Keyphrases
- random variables
- graphical models
- probability distribution
- conditional independence
- latent variables
- distribution function
- e learning
- independent and identically distributed
- image processing
- bayesian networks
- conditional distribution
- stochastic optimization problems
- statistically independent
- conditional probabilities
- directed acyclic graph
- failure rate
- conditionally independent
- random vectors
- joint distribution
- probability density
- additive noise
- probabilistic model
- approximate inference
- normal distribution
- probabilistic graphical models
- maximum entropy
- belief propagation
- conditional distributions