/Computational_Statistics

Implementation of Algorithms in Statistics

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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