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student-t-regresssion

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james-kuo / bayesian-robust-regression

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Applied analysis on the Bayesian student-t "Robust" regression model with Jeffrey's prior. Compared its model performance and robustness of posterior distributions with the Gaussian model when outliers are present.

outliers bayesian monte-carlo-simulation bayesian-inference bayesian-statistics markov-chain-monte-carlo gibbs-sampling regression-analysis robust-regresssion student-t-regresssion jeffreys-prior non-informative-priors scale-mixtures-of-normals
  • Updated Dec 7, 2018
  • R

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