Skip to content

Bayesian Statistics with R [Gibbs Sampling, Metrapolis Hastings, Regression, Logistic Regression, Poisson Regression, Multi Factor Anova, Hierarchical Modelling, Mixture Models]

License

Notifications You must be signed in to change notification settings

itsayushthada/Bayesian-Statistics

Repository files navigation

Bayesian

I'll soon upload notebooks for Regression, Logistic Regression, Poisson Regression, ANOVA, Hierarchical Modeling, Misture Models and one real life event's Probabilistic Modelling, once my exam gets over. [Done]

For the next task, I'm following two books:

  • Bayesian Data Analysis by Andrew Gelaman
  • Statistical Rethinking by Richard McElreath

Project 01

Attribute Value
Dataset Title Fertility Dataset
Source {UCI} Machine Learning Repository
URL http://archive.ics.uci.edu/ml/datasets/Fertility
Institution University of California, Irvine, School of Information and Computer Sciences
Instances 100
Attributes 10
Characteristics Multivariate, Real

About

Bayesian Statistics with R [Gibbs Sampling, Metrapolis Hastings, Regression, Logistic Regression, Poisson Regression, Multi Factor Anova, Hierarchical Modelling, Mixture Models]

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published