misaeng12 / Computational_Statistics

Implementation of Algorithms in Statistics

Computational_Statistics

Implementation of Algorithms in Statistics such as

• K-means Clustering
• EM Algorithm
• SIR(Sampling Importance Resampling) Algorithm
• Important Sampling
• MCMC(Markov Chain Monte Carlo)
  • Metropolis-Hastings Algorithm
  • Gibbs Sampling