Bayesian (Cognitive) Modeling with TURING.jl

Contact

Prof. Dr. Claus Möbus

Room: A02 2-226

orcid.org/0000-0003-1640-4168

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

  1. Inferences with Binomials
    1. Inferring a Rate
    2. Difference Between two Rates
    3. Inferring a Common Rate
    4. Prior and Posterior Prediction
    5. Joint Distributions
    6. TURING.jl-code
  2. Inferences with Gaussians
    1. 4.1 Inferring a Mean and Standard Deviation
    2. The Seven Scientists
    3. Repeated Measurement of IQ
    4. TURING.jl-code
  3. Unsupervised Learning using Bayesian Mixture Models

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This is a draft under the Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) license. Comments, improvement and issue reports are welcome: claus.moebus(@)uol.de

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(Changed: 15 Aug 2024)  | 
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