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Related Questions
- What is the key difference between Bayesian inference and frequentist inference in statistical modeling?
- How does a prior distribution in Bayesian inference influence the posterior distribution of a model?
- What is the role of likelihood in updating the prior distribution to obtain the posterior distribution?
- Can you explain the concept of conjugate prior in Bayesian inference and its applications?
- How does Bayesian inference handle uncertainty in model parameters and predictions?
- What are the advantages of using Bayesian inference in machine learning models, particularly in neural networks?
- Can you provide an example of using Bayesian inference to update a prior distribution with new data in a real-world scenario?
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