Bayesian Inference in Numerical Cognition: A Tutorial Using JASP.
Thomas J. FaulkenberryAlexander LyEric-Jan WagenmakersPublished in: J. Numer. Cogn. (2020)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- hyperparameters
- statistical inference
- variational inference
- bayesian model
- artificial intelligence
- cognitive processes
- gibbs sampler
- cognitive science
- markov networks
- information processing
- hierarchical bayesian
- prior distribution
- variational bayes
- particle filter
- probabilistic modeling
- variational approximation
- markov chain monte carlo
- bayesian networks
- decision trees