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Debdeep Pati - Publications

Affiliations: 
Statistics Florida State University, Tallahassee, FL, United States 
Area:
Biostatistics Biology, Statistics
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26/37 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Sarkar A, Pati D, Mallick BK, Carroll RJ. Bayesian Copula Density Deconvolution for Zero-Inflated Data in Nutritional Epidemiology. Journal of the American Statistical Association. 116: 1075-1087. PMID 34898760 DOI: 10.1080/01621459.2020.1782220  0.349
2020 Dhara K, Lipsitz S, Pati D, Sinha D. A New Bayesian Single Index Model with or without Covariates Missing at Random. Bayesian Analysis. 15: 759-780. PMID 33692872 DOI: 10.1214/19-Ba1170  0.465
2020 Sarkar A, Pati D, Mallick BK, Carroll RJ. Bayesian Copula Density Deconvolution for Zero-Inflated Data in Nutritional Epidemiology Journal of the American Statistical Association. 1-13. DOI: 10.1080/01621459.2020.1782220  0.366
2020 Ray P, Pati D, Bhattacharya A. Efficient Bayesian shape-restricted function estimation with constrained Gaussian process priors Statistics and Computing. 30: 839-853. DOI: 10.1007/S11222-020-09922-0  0.425
2019 Dasgupta S, Pati D, Srivastava A. A Two-Step Geometric Framework For Density Modeling Statistica Sinica. DOI: 10.5705/Ss.202018.0231  0.348
2019 Zhou S, Giulani P, Piekarewicz J, Bhattacharya A, Pati D. Reexamining the proton-radius problem using constrained Gaussian processes Physical Review C. 99. DOI: 10.1103/Physrevc.99.055202  0.343
2019 Dasgupta S, Pati D, Srivastava A. Bayesian shape-constrained density estimation Quarterly of Applied Mathematics. 77: 399-422. DOI: 10.1090/Qam/1529  0.387
2018 Bhingare A, Sinha D, Pati D, Bandyopadhyay D, Lipsitz SR. Semiparametric Bayesian latent variable regression for skewed multivariate data. Biometrics. PMID 30365158 DOI: 10.1111/Biom.12989  0.476
2018 Sarkar A, Pati D, Chakraborty A, Mallick BK, Carroll RJ. Bayesian Semiparametric Multivariate Density Deconvolution. Journal of the American Statistical Association. 113: 401-416. PMID 30078920 DOI: 10.1080/01621459.2016.1260467  0.47
2018 Geng J, Bhattacharya A, Pati D. Probabilistic Community Detection With Unknown Number of Communities Journal of the American Statistical Association. 114: 893-905. DOI: 10.1080/01621459.2018.1458618  0.301
2017 Vo G, Pati D. Sparse Additive Gaussian Process with Soft Interactions Open Journal of Statistics. 7: 567-588. DOI: 10.4236/Ojs.2017.74039  0.39
2017 Bhattacharya A, Pati D. Posterior contraction in Gaussian process regression using Wasserstein approximations Information and Inference: a Journal of the Ima. 6: 416-440. DOI: 10.1093/Imaiai/Iax003  0.34
2017 Li H, Pati D. Variable selection using shrinkage priors Computational Statistics & Data Analysis. 107: 107-119. DOI: 10.1016/J.Csda.2016.10.008  0.378
2016 Norets A, Pati D. ADAPTIVE BAYESIAN ESTIMATION OF CONDITIONAL DENSITIES Econometric Theory. 33: 980-1012. DOI: 10.1017/S0266466616000220  0.469
2016 Bhattacharya A, Dunson DB, Pati D, Pillai NS. Sub-optimality of some continuous shrinkage priors Stochastic Processes and Their Applications. 126: 3828-3842. DOI: 10.1016/J.Spa.2016.08.007  0.375
2015 Bhattacharya A, Pati D, Pillai NS, Dunson DB. Dirichlet-Laplace priors for optimal shrinkage. Journal of the American Statistical Association. 110: 1479-1490. PMID 27019543 DOI: 10.1080/01621459.2014.960967  0.403
2015 Tang Y, Sinha D, Pati D, Lipsitz S, Lipshultz S. Bayesian partial linear model for skewed longitudinal data. Biostatistics (Oxford, England). 16: 441-53. PMID 25792623 DOI: 10.1093/Biostatistics/Kxv005  0.524
2015 Pati D, Bhattacharya A. Adaptive Bayesian inference in the Gaussian sequence model using exponential-variance priors Statistics and Probability Letters. 103: 100-104. DOI: 10.1016/J.Spl.2015.04.012  0.446
2015 Zhang Z, Pati D, Srivastava A. Bayesian clustering of shapes of curves Journal of Statistical Planning and Inference. 166: 171-186. DOI: 10.1016/J.Jspi.2015.04.007  0.331
2014 Gu K, Pati D, Dunson DB. Bayesian Multiscale Modeling of Closed Curves in Point Clouds. Journal of the American Statistical Association. 109: 1481-1494. PMID 25544786 DOI: 10.1080/01621459.2014.934825  0.365
2014 Sarkar A, Mallick BK, Staudenmayer J, Pati D, Carroll RJ. Bayesian Semiparametric Density Deconvolution in the Presence of Conditionally Heteroscedastic Measurement Errors. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 23: 1101-1125. PMID 25378893 DOI: 10.1080/10618600.2014.899237  0.431
2014 Bhattacharya A, Pati D, Dunson D. ANISOTROPIC FUNCTION ESTIMATION USING MULTI-BANDWIDTH GAUSSIAN PROCESSES. Annals of Statistics. 42: 352-381. PMID 25288827 DOI: 10.1214/13-Aos1192  0.407
2014 Pati D, Dunson DB. Bayesian nonparametric regression with varying residual density. Annals of the Institute of Statistical Mathematics. 66: 1-31. PMID 24465053 DOI: 10.1007/S10463-013-0415-Z  0.473
2014 Pati D, Bhattacharya A, Pillai NS, Dunson D. Posterior contraction in sparse bayesian factor models for massive covariance matrices Annals of Statistics. 42: 1102-1130. DOI: 10.1214/14-Aos1215  0.377
2013 Pati D, Dunson DB, Tokdar ST. Posterior consistency in conditional distribution estimation. Journal of Multivariate Analysis. 116: 456-472. PMID 25067858 DOI: 10.1016/J.Jmva.2013.01.011  0.418
2011 Pati D, Reich BJ, Dunson DB. Bayesian geostatistical modelling with informative sampling locations. Biometrika. 98: 35-48. PMID 23956461 DOI: 10.1093/Biomet/Asq067  0.385
Low-probability matches (unlikely to be authored by this person)
2014 Cervone D, Pillai NS, Pati D, Berbeco R, Lewis JH. A location-mixture autoregressive model for online forecasting of lung tumor motion Annals of Applied Statistics. 8: 1341-1371. DOI: 10.1214/14-Aoas744  0.292
2019 Bhattacharya A, Pati D, Yang Y. Bayesian fractional posteriors The Annals of Statistics. 47: 39-66. DOI: 10.1214/18-Aos1712  0.282
2020 Dhara K, Lipsitz S, Pati D, Sinha D. A New Bayesian Single Index Model with or without Covariates Missing at Random Bayesian Analysis. 15: 759-780. DOI: 10.1214/19-BA1170  0.249
2020 Yang Y, Pati D, Bhattacharya A. $\alpha $-variational inference with statistical guarantees Annals of Statistics. 48: 886-905. DOI: 10.1214/19-Aos1827  0.227
2020 Plummer S, Pati D, Bhattacharya A. Dynamics of Coordinate Ascent Variational Inference: A Case Study in 2D Ising Models. Entropy (Basel, Switzerland). 22. PMID 33287031 DOI: 10.3390/e22111263  0.186
2018 Sabnis G, Pati D, Bhattacharya A. Compressed Covariance Estimation with Automated Dimension Learning Sankhya A. 81: 466-481. DOI: 10.1007/S13171-018-0134-X  0.183
2024 Chakraborty A, Bhattacharya A, Pati D. A Gibbs Posterior Framework for Fair Clustering. Entropy (Basel, Switzerland). 26. PMID 38248188 DOI: 10.3390/e26010063  0.171
2019 Mukherjee T, Kumar P, Pati D, Blasch E, Pasiliao E, Xu L. LoSI: Large scale location inference through FM signal integration and estimation Big Data Mining and Analytics. 2: 319-348. DOI: 10.26599/BDMA.2019.9020013  0.167
2021 Niu Y, Pati D, Mallick BK. Bayesian graph selection consistency under model misspecification. Bernoulli : Official Journal of the Bernoulli Society For Mathematical Statistics and Probability. 27: 637-672. PMID 34305432 DOI: 10.3150/20-BEJ1253  0.164
2015 Zhang Z, Pati D, Srivastava A. Bayesian shape clustering Nonparametric Bayesian Inference in Biostatistics. 57-76. DOI: 10.1007/978-3-319-19518-6_3  0.096
2015 Bhattacharya A, Pati D, Pillai NS, Dunson DB. Dirichlet–Laplace Priors for Optimal Shrinkage Journal of the American Statistical Association. 110: 1479-1490. DOI: 10.1080/01621459.2014.960967  0.093
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