The effect of missing data on robust Bayesian spectral analysis

@article{Christmas2013TheEO,
  title={The effect of missing data on robust Bayesian spectral analysis},
  author={Jacqueline Christmas},
  journal={2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP)},
  year={2013},
  pages={1-6}
}
We investigate the effects of missing observations on the robust Bayesian model for spectral analysis introduced by Christmas [2013]. The model assumes Student-t distributed noise and uses an automatic relevance determination prior on the precisions of the amplitudes of the component sinusoids and it is not obvious what their effect will be when some of the… CONTINUE READING