Bayesian Modeling and Posterior Distribution Quiz
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Questions and Answers

In Bayesian models, what does 𝑃(𝜃|𝑀) represent?

  • Probability of the data given the parameter values
  • Posterior distribution over parameter values
  • Probability of the data for each model
  • Prior distribution over parameter values (correct)

    • What is different in each model in Bayesian models?

  • Posterior distribution
  • Prior distribution (correct)
  • Marginal likelihood
  • Likelihood function

    • In Bayesian models, what is customary for models to differ in?

  • Posterior distribution
  • Priors (correct)
  • Marginal likelihood
  • Likelihood function

    • In Bayesian models, what is denoted by 𝜃?

    <p>Set of parameters</p> Signup and view all the answers

    In the given form of models, what is determined by the values of the beta coefficients & the observed values X & Z take?

    <p>𝛾</p> Signup and view all the answers

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