bayesian-modeling
Case studies with Bayesian methods
Hierarchical model for spelling performance
A hierarchical model for the spelling data from the study D. Thissen, Steinberg, and Wainer (1993)
Multinomial logistic model for three-class classifition
A multinomial logistic model for the iris dataset (Fisher, 1936)
Fourier analysis for time series
A Fourier analysis model for the Mauna Loa CO2 data (the Keeling curve)
Time series modeling with heteroskedastic data
A hierarchical time series model with log-normal likelihood for air polution data in Skopje.
Inference with weights on observed data
A simple example using Potential for inference with data with weights
Monotone dependency modeling
A simple example using Dirichlet prior for modeling of monotone dependency
Slow evolving multiplicative factor - Covid-19 Rt model
A model for estimation of the Rt reproductive factor for Covid-19, modeled with Random walks in the log scale.
GitHub - petrushev/bayesian-modeling: Case studies with Bayesian methods
Case studies with Bayesian methods. Contribute to petrushev/bayesian-modeling development by creating an account on GitHub.
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