Publications

• Pati, D., Reich, B.J., Dunson, D.B. (2011). Biometrika, 98 (1): 35-48.
  Bayesian geostatistical modeling with informative sampling locations.
  [PDF]
• Pati, D., Dunson, D.B., Tokdar, S.T. (2013). Journal of Multivariate Analysis, 116: 456-472.
  Posterior consistency in conditional distribution estimation.
  [PDF]
• Bayesian nonparametric regression with varying residual density.
  Debdeep Pati, David B. Dunson. Annals of the Institute for Statistical Mathematics, accepted subject to minor revision.
  [PDF]
• Adaptive dimension reduction with a Gaussian process prior.
  Anirban Bhattacharya, Debdeep Pati, David B. Dunson. Annals of Statistics, accepted subject to minor revision.
  [PDF]
• Bayesian fitting of closed surfaces through tensor products.
  Debdeep Pati, David B. Dunson. Biometrika, revision submitted.
  [Manuscript PDF] [Supplementary Materials PDF]
• Bayesian hierarchical shape modeling.
  Kelvin Gu, Debdeep Pati, David B. Dunson Journal of the American Statistical Association, revision invited.
  [PDF]
• Posterior contraction in sparse Bayesian factor models for massive covariance matrices.
  Debdeep Pati, Anirban Bhattacharya, Natesh S. Pillai, David B. Dunson Annals of Statistics, revision invited.
  [PDF]
• Posterior rates of contraction in non-linear latent variable density estimation models.
  Debdeep Pati, Anirban Bhattacharya, Natesh S. Pillai, David B. Dunson Electronic Journal of Statistics, revision invited.
  [PDF]