Year |
Citation |
Score |
2024 |
Payne RD, Guha N, Mallick BK. A Bayesian survival treed hazards model using latent Gaussian processes. Biometrics. 80. PMID 38364805 DOI: 10.1093/biomtc/ujad009 |
0.357 |
|
2020 |
Guha N, Baladandayuthapani V, Mallick BK. Quantile Graphical Models: Bayesian Approaches. Journal of Machine Learning Research : Jmlr. 21: 1-47. PMID 34305477 |
0.339 |
|
2020 |
Lee SY, Lei B, Mallick B. Estimation of COVID-19 spread curves integrating global data and borrowing information. Plos One. 15: e0236860. PMID 32726361 DOI: 10.1371/Journal.Pone.0236860 |
0.371 |
|
2020 |
Ghosh RP, Mallick B, Pourahmadi M. Bayesian Estimation of Correlation Matrices of Longitudinal Data Bayesian Analysis. DOI: 10.1214/20-Ba1237 |
0.308 |
|
2019 |
Kundu S, Mallick BK, Baladandayuthapan V. Efficient Bayesian Regularization for Graphical Model Selection. Bayesian Analysis. 14: 449-476. PMID 33123305 DOI: 10.1214/17-Ba1086 |
0.372 |
|
2019 |
Zhao K, Wulder MA, Hu T, Bright R, Wu Q, Qin H, Li Y, Toman E, Mallick B, Zhang X, Brown M. Detecting change-point, trend, and seasonality in satellite time series data to track abrupt changes and nonlinear dynamics: A Bayesian ensemble algorithm Remote Sensing of Environment. 232: 111181. DOI: 10.1016/J.Rse.2019.04.034 |
0.352 |
|
2018 |
Song JJ, Mallick B. Hierarchical Bayesian models for predicting spatially correlated curves Statistics. 53: 196-209. DOI: 10.1080/02331888.2018.1547905 |
0.402 |
|
2017 |
Efendiev Y, Leung WT, Cheung SW, Guha N, Hoang VH, Mallick B. BAYESIAN MULTISCALE FINITE ELEMENT METHODS. MODELING MISSING SUBGRID INFORMATION PROBABILISTICALLY International Journal For Multiscale Computational Engineering. 15: 175-197. DOI: 10.1615/Intjmultcompeng.2017019851 |
0.324 |
|
2017 |
Chakraborty A, Bingham D, Dhavala SS, Kuranz CC, Drake RP, Grosskopf MJ, Rutter EM, Torralva BR, Holloway JP, McClarren RG, Mallick BK. Emulation of Numerical Models With Over-Specified Basis Functions Technometrics. 59: 153-164. DOI: 10.1080/00401706.2016.1164078 |
0.735 |
|
2016 |
Zoh RS, Mallick B, Ivanov I, Baladandayuthapani V, Manyam G, Chapkin RS, Lampe JW, Carroll RJ. PCAN: Probabilistic correlation analysis of two non-normal data sets. Biometrics. PMID 27037601 DOI: 10.1111/Biom.12516 |
0.394 |
|
2015 |
Dreano D, Mallick B, Hoteit I. Filtering remotely sensed chlorophyll concentrations in the Red Sea using a space-time covariance model and a Kalman filter Spatial Statistics. 13: 1-20. DOI: 10.1016/J.Spasta.2015.04.002 |
0.376 |
|
2014 |
Talluri R, Baladandayuthapani V, Mallick BK. Bayesian sparse graphical models and their mixtures. Stat. 3: 109-125. PMID 24948842 DOI: 10.1002/sta4.49 |
0.338 |
|
2014 |
Konomi BA, Sang H, Mallick BK. Adaptive Bayesian Nonstationary Modeling for Large Spatial Datasets Using Covariance Approximations Journal of Computational and Graphical Statistics. 23: 802-829. DOI: 10.1080/10618600.2013.812872 |
0.735 |
|
2014 |
Mondal A, Mallick B, Efendiev Y, Datta-Gupta A. Bayesian uncertainty quantification for subsurface inversion using a multiscale hierarchical model Technometrics. 56: 381-392. DOI: 10.1080/00401706.2013.838190 |
0.579 |
|
2013 |
Xun X, Cao J, Mallick B, Carroll RJ, Maity A. Parameter Estimation of Partial Differential Equation Models. Journal of the American Statistical Association. 108. PMID 24363476 DOI: 10.1080/01621459.2013.794730 |
0.42 |
|
2013 |
Konomi BA, Dhavala SS, Huang JZ, Kundu S, Huitink D, Liang H, Ding Y, Mallick BK. Bayesian object classification of gold nanoparticles Annals of Applied Statistics. 7: 640-668. DOI: 10.1214/12-Aoas616 |
0.636 |
|
2013 |
Zhao K, Valle D, Popescu S, Zhang X, Mallick B. Hyperspectral remote sensing of plant biochemistry using Bayesian model averaging with variable and band selection Remote Sensing of Environment. 132: 102-119. DOI: 10.1016/J.Rse.2012.12.026 |
0.421 |
|
2012 |
Richardson S, Bottolo L, Rosenthal JS, Mallick B, Dhavala SS, Liang F, Talluri R, Wu M. Bayesian Models for Sparse Regression Analysis of High Dimensional Data Bayesian Statistics 9. DOI: 10.1093/acprof:oso/9780199694587.003.0018 |
0.721 |
|
2011 |
Xun X, Mallick B, Carroll RJ, Kuchment P. A Bayesian approach to the detection of small low emission sources. Inverse Problems. 27. PMID 22347764 DOI: 10.1088/0266-5611/27/11/115009 |
0.324 |
|
2011 |
Lobach I, Mallick B, Carroll RJ. Semiparametric Bayesian analysis of gene-environment interactions with error in measurement of environmental covariates and missing genetic data. Statistics and Its Interface. 4: 305-316. PMID 21949562 DOI: 10.4310/Sii.2011.V4.N3.A5 |
0.39 |
|
2011 |
Parzen M, Ghosh S, Lipsitz S, Sinha D, Fitzmaurice GM, Mallick BK, Ibrahim JG. A generalized linear mixed model for longitudinal binary data with a marginal logit link function. The Annals of Applied Statistics. 5: 449-467. PMID 21532998 DOI: 10.1214/10-Aoas390 |
0.306 |
|
2011 |
Ryu D, Li E, Mallick BK. Bayesian nonparametric regression analysis of data with random effects covariates from longitudinal measurements. Biometrics. 67: 454-66. PMID 20880012 DOI: 10.1111/J.1541-0420.2010.01489.X |
0.344 |
|
2011 |
Stripling HF, Adams ML, McClarren RG, Mallick BK. The Method of Manufactured Universes for validating uncertainty quantification methods Reliability Engineering and System Safety. 96: 1242-1256. DOI: 10.1016/J.Ress.2010.11.012 |
0.31 |
|
2010 |
Dhavala SS, Datta S, Mallick BK, Carroll RJ, Khare S, Lawhon SD, Adams LG. Bayesian Modeling of MPSS Data: Gene Expression Analysis of Bovine Salmonella Infection. Journal of the American Statistical Association. 105: 956-967. PMID 21165171 DOI: 10.1198/Jasa.2010.Ap08327 |
0.698 |
|
2010 |
Sturino J, Zorych I, Mallick B, Pokusaeva K, Chang YY, Carroll RJ, Bliznuyk N. Statistical methods for comparative phenomics using high-throughput phenotype microarrays. The International Journal of Biostatistics. 6: Article 29. PMID 20865133 DOI: 10.2202/1557-4679.1227 |
0.383 |
|
2010 |
Mondal A, Efendiev Y, Mallick B, Datta-Gupta A. Bayesian uncertainty quantification for flows in heterogeneous porous media using reversible jump Markov chain Monte Carlo methods Advances in Water Resources. 33: 241-256. DOI: 10.1016/J.Advwatres.2009.10.010 |
0.546 |
|
2010 |
Efendiev Y, Datta-Gupta A, Hwang K, Ma X, Mallick B. Bayesian Partition Models for Subsurface Characterization Large-Scale Inverse Problems and Quantification of Uncertainty. 107-122. DOI: 10.1002/9780470685853.ch6 |
0.323 |
|
2009 |
Efendiev Y, Datta-Gupta A, Ma X, Mallick B. Efficient sampling techniques for uncertainty quantification in history matching using nonlinear error models and ensemble level upscaling techniques Water Resources Research. 45. DOI: 10.1029/2008Wr007039 |
0.42 |
|
2008 |
Bae K, Mallick BK, Elsik CG. Prediction of protein interdomain linker regions by a nonstationary hidden Markov model Journal of the American Statistical Association. 103: 1085-1099. DOI: 10.1198/016214508000000661 |
0.538 |
|
2008 |
Efendiev Y, Datta-Gupta A, Ma X, Mallick B. Modified Markov Chain Monte Carlo Method for Dynamic Data Integration Using Streamline Approach Mathematical Geosciences. 40: 213-232. DOI: 10.1007/S11004-007-9137-1 |
0.364 |
|
2007 |
Ryu D, Sinha D, Mallick B, Lipsitz SL, Lipshultz S. Longitudinal Studies With Outcome-Dependent Follow-up: Models and Bayesian Regression. Journal of the American Statistical Association. 102: 952-967. PMID 18392118 DOI: 10.1198/016214507000000248 |
0.379 |
|
2007 |
Wang X, Ray S, Mallick BK. Bayesian Curve Classification Using Wavelets Journal of the American Statistical Association. 102: 962-973. DOI: 10.1198/016214507000000455 |
0.371 |
|
2006 |
Ray S, Mallick B. Functional clustering by Bayesian wavelet methods Journal of the Royal Statistical Society. Series B: Statistical Methodology. 68: 305-332. DOI: 10.1111/J.1467-9868.2006.00545.X |
0.352 |
|
2006 |
Song J, Ghosh M, Miaou S, Mallick B. Bayesian multivariate spatial models for roadway traffic crash mapping Journal of Multivariate Analysis. 97: 246-273. DOI: 10.1016/J.Jmva.2005.03.007 |
0.447 |
|
2005 |
Bae K, Mallick BK, Elsik CG. Prediction of protein interdomain linker regions by a hidden Markov model. Bioinformatics (Oxford, England). 21: 2264-70. PMID 15746283 DOI: 10.1093/Bioinformatics/Bti363 |
0.55 |
|
2005 |
Holmes CC, Denison DGT, Ray S, Mallick BK. Bayesian Prediction via Partitioning Journal of Computational and Graphical Statistics. 14: 811-830. DOI: 10.1198/106186005X78107 |
0.311 |
|
2005 |
Efendiev Y, Datta-Gupta A, Ginting V, Ma X, Mallick B. An efficient two-stage Markov chain Monte Carlo method for dynamic data integration Water Resources Research. 41. DOI: 10.1029/2004Wr003764 |
0.367 |
|
2005 |
Efendiev Y, Datta-Gupta A, Osako I, Mallick B. Multiscale data integration using coarse-scale models Advances in Water Resources. 28: 303-314. DOI: 10.1016/J.Advwatres.2004.10.013 |
0.363 |
|
2005 |
Zhang F, Mallick B, Weng Z. A Bayesian method for identifying independent sources of non-random spatial patterns Statistics and Computing. 15: 329-339. DOI: 10.1007/S11222-005-4075-6 |
0.389 |
|
2004 |
Bae K, Mallick BK. Gene selection using a two-level hierarchical Bayesian model. Bioinformatics (Oxford, England). 20: 3423-30. PMID 15256404 DOI: 10.1093/Bioinformatics/Bth419 |
0.578 |
|
2004 |
Kim HM, Mallick BK. A Bayesian prediction using the skew Gaussian distribution Journal of Statistical Planning and Inference. 120: 85-101. DOI: 10.1016/S0378-3758(02)00501-3 |
0.303 |
|
2003 |
Lee KE, Sha N, Dougherty ER, Vannucci M, Mallick BK. Gene selection: a Bayesian variable selection approach. Bioinformatics (Oxford, England). 19: 90-7. PMID 12499298 DOI: 10.1093/Bioinformatics/19.1.90 |
0.516 |
|
2003 |
Holmes CC, Mallick BK. Generalized nonlinear modeling with multivariate free-knot regression splines Journal of the American Statistical Association. 98: 352-368. DOI: 10.1198/016214503000143 |
0.391 |
|
2002 |
Mallick B, Hoffman FO, Carrol RJ. Semiparametric regression modeling with mixtures of Berkson and classical error, with application to fallout from the Nevada test site. Biometrics. 58: 13-20. PMID 11890308 DOI: 10.1111/J.0006-341X.2002.00013.X |
0.352 |
|
2001 |
Mallick BK, Denison DG, Smith AF. Bayesian survival analysis using a MARS model. Biometrics. 55: 1071-7. PMID 11315050 DOI: 10.1111/j.0006-341X.1999.01071.x |
0.301 |
|
2001 |
Holmes CC, Mallick BK. Bayesian regression with multivariate linear splines Journal of the Royal Statistical Society. Series B: Statistical Methodology. 63: 3-17. |
0.327 |
|
1998 |
Holmes CC, Mallick BK. Bayesian Radial Basis Functions of Variable Dimension Neural Computation. 10: 1217-1233. |
0.328 |
|
1997 |
Kuo L, Mallick B. Bayesian semiparametric inference for the accelerated failure‐time model Canadian Journal of Statistics-Revue Canadienne De Statistique. 25: 457-472. DOI: 10.2307/3315341 |
0.449 |
|
1997 |
Kuo L, Mallick B. Bayesian semiparametric inference for the accelerated failure-time model Canadian Journal of Statistics. 25: 457-472. |
0.344 |
|
1995 |
Gelfand AE, Mallick BK. Bayesian analysis of proportional hazards models built from monotone functions. Biometrics. 51: 843-52. PMID 7548703 DOI: 10.2307/2532986 |
0.322 |
|
1994 |
Mallick BK, Gelfand AE. Generalized linear models with unknown link functions Biometrika. 81: 237-245. DOI: 10.1093/Biomet/81.2.237 |
0.313 |
|
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