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kartikkwatra / Modern_Computational_Statistics

Connecting probability theory and statistics with Bayesian inference. Focusing on the data modeling process, probabilistic graphical models and Monte Carlo sampling.

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Modern_Computational_Statistics

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MODERN COMPUTATIONAL STATISTICS

  • Assignment II: Call center data modeling.
  • Assignment III: Using Stan Models.
  • LBA: Modeling Grocery Prices.
  • Assignemnt IV: Model Checking.
  • Final Project: Forecasting Carbon Dioxide.

Approximating the poterior distribution using Markov Chain Monte Carlo

Github MCMC_MH

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Connecting probability theory and statistics with Bayesian inference. Focusing on the data modeling process, probabilistic graphical models and Monte Carlo sampling.

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