Bayesian (Cognitive) Modeling with TURING.jl
Contact
Prof. Dr. Claus Möbus
Room: A02 2-226
claus.moebus@uol.de
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Secretary
Manuela Wüstefeld
Room: A02 2-228
Tel: +49 441 / 798-4520
manuela.wuestefeld@uol.de
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Bayesian (Cognitive) Modeling with TURING.jl
Parameter Estimation
Bayesian Models with TURING.jl and DynamicPPL.jl
- Inferences with Binomials
- Inferring a Rate
- Difference Between two Rates
- Inferring a Common Rate
- Prior and Posterior Prediction
- Joint Distributions
- TURING.jl-code
- Inferences with Gaussians
- 4.1 Inferring a Mean and Standard Deviation
- The Seven Scientists
- Repeated Measurement of IQ
- TURING.jl-code
- Unsupervised Learning using Bayesian Mixture Models