Bayesian probability, Bayesian statistics, Likelihood function, Bayes' theorem, Bayesian inference, Statistical inference

Estimating agent-based models

On Sep 22, 2020
@j2bryson shared
RT @ErnestoCarrella: Presented at #SSW2020 a quick 10 minute overview on estimation methods in agent-based models. Tried to jot down the key message in this blog post: https://t.co/swHaV5YXzE (1/5)
Open

Estimation triangle When you try to cluster estimation methods in agent-based models by “technique” (rather than statistical justification) you can really boil them down into three groups: Minimization: you change parameters trying to minimize the distance between model output and data ...

carrknight.github.io
On Sep 22, 2020
@j2bryson shared
RT @ErnestoCarrella: Presented at #SSW2020 a quick 10 minute overview on estimation methods in agent-based models. Tried to jot down the key message in this blog post: https://t.co/swHaV5YXzE (1/5)
Open

Estimating agent-based models

Estimating agent-based models

Estimation triangle When you try to cluster estimation methods in agent-based models by “technique” (rather than statistical justification) you can really boil them down into three groups: ...

Book: Machine Learning: a Probabilistic Perspective

Book: Machine Learning: a Probabilistic Perspective

Today’s Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automa…

comp.ai.neural-nets FAQ, Part 3 of 7: Generalization Section - What is Bayesian Learning?

comp.ai.neural-nets FAQ, Part 3 of 7: Generalization Section - What is Bayesian Learning?

comp.ai.neural-nets FAQ, Part 3 of 7: GeneralizationSection - What is Bayesian Learning?

The Case for Bayesian Deep Learning

The Case for Bayesian Deep Learning

The Case for Bayesian Deep Learning Andrew Gordon Wilson Abstract Bayesian inference is especially compelling for deep neural networks. The key distinguishing property of a Bayesian ...

Bayesian Statistics for Data Science

Bayesian Statistics for Data Science

This is the 5th post of blog post series ‘Probability & Statistics for Data Science’, this post covers these topics related to Bayesian…