Implementing MCMC sampling from scratch in R for various Bayesian models
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Dec 7, 2023 - HTML
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metropolis-hastings
Here are 9 public repositories matching this topic...
IRT models using various Bayesian methods
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Mar 5, 2019 - HTML
Homeworks from the Bayesian Statistics course of accademic year 2018/2019 at University of Trieste
r
statistics
university
bayesian-methods
stan
mcmc
bayesian-statistics
gibbs-sampling
metropolis-hastings
trieste
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Jun 28, 2019 - HTML
R program for a metropolis-hastings based MCMC sampler using a multivariate-normal proposal distribution.
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Dec 9, 2021 - HTML
The programming part for the second assignment of the course DSC 531 - Statistical Simulations and Data Analysis of the University of Cyprus MSc in Data Science programme
simulation
monte-carlo
r-markdown
rejection-sampling
markov-chain-monte-carlo
r-programming
metropolis-hastings
importance-sampling
probability-and-statistics
ucy
inversion-sampling
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Jan 13, 2022 - HTML
In this repository, software applications in simulation and visualization for various applications are presented with interesting examples.
ggplot2
r
programming
simulation
regression
biostatistics
confidence-intervals
regression-models
buffon-needle
rprogramming
montecarlo
metropolis-hastings
montecarlo-simulation
quantile-regression
visualiza
regression-analysis
confidence-interval
metropolis-hastings-algorithm
buffon-needle-problem
sums-university
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Nov 13, 2024 - HTML
Bayesian logistic regression using Metropolis-Hastings sampling techniques in R
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Aug 15, 2021 - HTML
An implementation of the BUGS example LSAT: item response (http://www.openbugs.net/Examples/Lsat.html) on R. Parameters for the Rasch model are estimated using Maximum Marginal Likelihood as well as Bayesian Inference using jags and an implementation of Metropolis on R.
data-science
r
statistics
jags
metropolis
metropolis-hastings
raschmodel
rasch
rasch-model
openbugs
open-bugs
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Jan 27, 2018 - HTML
Decrypt a message with the Metropolis-Hasting Algorithm
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Oct 16, 2024 - HTML
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