Sujit K. Ghosh - Publications

Affiliations: 
North Carolina State University, Raleigh, NC 
Area:
Statistics

76 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
2024 Chen L, Ghosh SK. Fast Model Selection and Hyperparameter Tuning for Generative Models. Entropy (Basel, Switzerland). 26. PMID 38392405 DOI: 10.3390/e26020150  0.326
2022 Lee D, Ghosh S. Bayesian Analysis of First-Order Markov Models for Autocorrelated Binary Responses. Journal of Statistical Theory and Practice. 17: 9. PMID 36593899 DOI: 10.1007/s42519-022-00305-4  0.36
2020 Sheng A, Ghosh SK. Effects of Proportional Hazard Assumption on Variable Selection Methods for Censored Data. Statistics in Biopharmaceutical Research. 12: 199-209. PMID 34040695 DOI: 10.1080/19466315.2019.1694578  0.305
2020 Guha S, Ghosh SK. Probabilistic Detection and Estimation of Conic Sections From Noisy Data Journal of Computational and Graphical Statistics. 1-10. DOI: 10.1080/10618600.2020.1737084  0.32
2020 Tak H, You K, Ghosh SK, Su B, Kelly J. Data transforming augmentation for heteroscedastic models Journal of Computational and Graphical Statistics. 1-9. DOI: 10.1080/10618600.2019.1704295  0.338
2020 Liu B, Ghosh SK. On empirical estimation of mode based on weakly dependent samples Computational Statistics & Data Analysis. 152: 107046. DOI: 10.1016/J.Csda.2020.107046  0.359
2020 Raha S, Ghosh SK. Heatwave duration: Characterizations using probabilistic inference Environmetrics. 31. DOI: 10.1002/Env.2626  0.336
2019 Ramsey AF, Ghosh SK, Sonoda T. Saying Sayonara to the Farm: Hierarchical Bayesian Modeling of Farm Exits in Japan Journal of Agricultural Economics. 70: 372-391. DOI: 10.1111/1477-9552.12290  0.391
2019 Sheng A, Ghosh SK. Effects of Proportional Hazard Assumption on Variable Selection Methods for Censored Data Statistics in Biopharmaceutical Research. 12: 199-209. DOI: 10.1080/19466315.2019.1694578  0.349
2018 Tak H, Ghosh SK, Ellis JA. How proper are Bayesian models in the astronomical literature? Monthly Notices of the Royal Astronomical Society. 481: 277-285. DOI: 10.1093/Mnras/Sty2326  0.345
2018 Ghosh SK, Burns CB, Prager DL, Zhang L, Hui G. On nonparametric estimation of the latent distribution for ordinal data Computational Statistics & Data Analysis. 119: 86-98. DOI: 10.1016/J.Csda.2017.10.001  0.465
2017 Wu S, Ghosh SK, Ku Y, Bloomfield P. Dynamic correlation multivariate stochastic volatility with latent factors Statistica Neerlandica. 72: 48-69. DOI: 10.1111/Stan.12115  0.474
2016 Pomann GM, Staicu AM, Ghosh S. A Two Sample Distribution-Free Test for Functional Data with Application to a Diffusion Tensor Imaging Study of Multiple Sclerosis. Journal of the Royal Statistical Society. Series C, Applied Statistics. 65: 395-414. PMID 27041772 DOI: 10.1111/Rssc.12130  0.32
2016 Beam AL, Ghosh SK, Doyle J. Fast Hamiltonian Monte Carlo Using GPU Computing Journal of Computational and Graphical Statistics. 25: 536-548. DOI: 10.1080/10618600.2015.1035724  0.403
2015 Li Y, Ghosh SK. Efficient Sampling Methods for Truncated Multivariate Normal and Student-tDistributions Subject to Linear Inequality Constraints Journal of Statistical Theory and Practice. 9: 712-732. DOI: 10.1080/15598608.2014.996690  0.386
2015 Xiao Y, Ku YC, Bloomfield P, Ghosh SK. On the degrees of freedom in MCMC-based Wishart models for time series data Statistics and Probability Letters. 98: 59-64. DOI: 10.1016/J.Spl.2014.12.012  0.423
2014 Ku YC, Bloomfield P, Ghosh SK. A flexible observed factor model with separate dynamics for the factor volatilities and their correlation matrix Statistical Modelling. 14: 1-20. DOI: 10.1177/1471082X13490016  0.428
2014 Kyung M, Ghosh SK. Maximum likelihood estimation for generalized conditionally autoregressive models of spatial data Journal of the Korean Statistical Society. 43: 339-353. DOI: 10.1016/J.Jkss.2013.10.005  0.736
2014 Turnbull BC, Ghosh SK. Unimodal density estimation using Bernstein polynomials Computational Statistics and Data Analysis. 72: 13-29. DOI: 10.1016/J.Csda.2013.10.021  0.373
2013 Eloyan A, Ghosh SK. A Semiparametric Approach to Source Separation using Independent Component Analysis. Computational Statistics & Data Analysis. 58: 383-396. PMID 24526802 DOI: 10.1016/J.Csda.2012.09.012  0.697
2013 Reyes EM, Ghosh SK. Bayesian average error-based approach to sample size calculations for hypothesis testing. Journal of Biopharmaceutical Statistics. 23: 569-88. PMID 23611196 DOI: 10.1080/10543406.2012.755994  0.308
2013 McLain AC, Ghosh SK. Efficient sieve maximum likelihood estimation of time-transformation models Journal of Statistical Theory and Practice. 7: 285-303. DOI: 10.1080/15598608.2013.772835  0.396
2013 Robbins MW, Ghosh SK, Habiger JD. Imputation in high-dimensional economic data as applied to the agricultural resource management survey Journal of the American Statistical Association. 108: 81-95. DOI: 10.1080/01621459.2012.734158  0.485
2012 Belasco EJ, Ghosh SK. Modelling semi-continuous data using mixture regression models with an application to cattle production yields Journal of Agricultural Science. 150: 109-121. DOI: 10.1017/S0021859611000608  0.432
2012 Wang J, Ghosh SK. Shape restricted nonparametric regression with Bernstein polynomials Computational Statistics & Data Analysis. 56: 2729-2741. DOI: 10.1016/J.Csda.2012.02.018  0.389
2012 Osman M, Ghosh SK. Nonparametric regression models for right-censored data using Bernstein polynomials Computational Statistics & Data Analysis. 56: 559-573. DOI: 10.1016/J.Csda.2011.08.019  0.684
2011 Osman M, Ghosh SK. Semiparametric bayesian testing procedure for noninferiority trials with binary endpoints. Journal of Biopharmaceutical Statistics. 21: 920-37. PMID 21830923 DOI: 10.1080/10543406.2010.544526  0.633
2011 McLain AC, Ghosh SK. Nonparametric estimation of the conditional mean residual life function with censored data. Lifetime Data Analysis. 17: 514-32. PMID 21598091 DOI: 10.1007/S10985-011-9197-X  0.428
2011 Anand SP, Ghosh SK. A flexible class of models for data arising from a 'thorough QT/QTc study'. Pharmaceutical Statistics. 10: 122-7. PMID 20306546 DOI: 10.1002/Pst.420  0.788
2011 Curtis SM, Ghosh SK. A bayesian approach to multicollinearity and the simultaneous selection and clustering of predictors in linear regression Journal of Statistical Theory and Practice. 5: 715-735. DOI: 10.1080/15598608.2011.10483741  0.387
2011 Ravindran P, Ghosh SK. Bayesian analysis of circular data using wrapped distributions Journal of Statistical Theory and Practice. 5: 547-561. DOI: 10.1080/15598608.2011.10483731  0.759
2011 Gosky RM, Ghosh SK. A comparative study of bayes estimators of closed population size from capture-recapture data Journal of Statistical Theory and Practice. 5: 241-260. DOI: 10.1080/15598608.2011.10412027  0.42
2011 Eloyan A, Ghosh SK. Smooth density estimation with moment constraints using mixture distributions Journal of Nonparametric Statistics. 23: 513-531. DOI: 10.1080/10485252.2010.532554  0.696
2011 McKay Curtis S, Ghosh SK. A variable selection approach to monotonic regression with Bernstein polynomials Journal of Applied Statistics. 38: 961-976. DOI: 10.1080/02664761003692423  0.415
2010 Ghosh SK. Basics of Bayesian methods. Methods in Molecular Biology (Clifton, N.J.). 620: 155-78. PMID 20652503 DOI: 10.1007/978-1-60761-580-4_3  0.444
2010 Bondell HD, Krishna A, Ghosh SK. Joint variable selection for fixed and random effects in linear mixed-effects models. Biometrics. 66: 1069-77. PMID 20163404 DOI: 10.1111/J.1541-0420.2010.01391.X  0.788
2010 Ghosh SK, Bhave PV, Davis JM, Lee H. Spatio-Temporal Analysis of Total Nitrate Concentrations Using Dynamic Statistical Models Journal of the American Statistical Association. 105: 538-551. DOI: 10.1198/Jasa.2010.Ap07441  0.577
2010 Osman M, Ghosh SK. Novel Bayesian Methods for Non-Inferiority Tests Based on Relative Risk and Odds Ratio for Dichotomous Data Journal of Statistical Theory and Practice. 4: 433-452. DOI: 10.1080/15598608.2010.10411996  0.66
2010 Wang D, Ghosh SK, Pantula SG. Maximum Likelihood Estimation and Unit Root Test for First Order Random Coefficient AutoRegressive Models Journal of Statistical Theory and Practice. 4: 261-278. DOI: 10.1080/15598608.2010.10411985  0.44
2010 Kyung M, Ghosh SK. Maximum likelihood estimation for directional conditionally autoregressive models Journal of Statistical Planning and Inference. 140: 3160-3179. DOI: 10.1016/J.Jspi.2010.04.012  0.728
2009 Mishra KK, Ghosh SK. Bayesian Regression Models for the Quality Adjusted Lifetime Data with Zero Time Duration Health States. Journal of Statistical Theory and Practice. 3: 477-487. PMID 22577364 DOI: 10.1080/15598608.2009.10411939  0.762
2009 Anand SP, Ghosh SK. A Bayesian Approach for Investigating the Risk of QT Prolongation. Journal of Statistical Theory and Practice. 3: 445-454. PMID 21857840 DOI: 10.1080/15598608.2009.10411936  0.762
2009 Park JW, Genton MG, Ghosh SK. Nonparametric autocovariance estimation from censored time series by Gaussian imputation. Journal of Nonparametric Statistics. 21: 241-259. PMID 20072705 DOI: 10.1080/10485250802570964  0.458
2009 Krishna A, Bondell HD, Ghosh SK. Bayesian variable selection using an adaptive powered correlation prior. Journal of Statistical Planning and Inference. 139: 2665-2674. PMID 19890453 DOI: 10.1016/J.Jspi.2008.12.004  0.772
2009 Lee H, Ghosh SK. Performance of Information Criteria for Spatial Models. Journal of Statistical Computation and Simulation. 79: 93-106. PMID 19746199 DOI: 10.1080/00949650701611143  0.626
2009 White G, Ghosh SK. A stochastic neighborhood conditional autoregressive model for spatial data. Computational Statistics & Data Analysis. 53: 3033-3046. PMID 19672326 DOI: 10.1016/J.Csda.2008.08.010  0.46
2009 Belasco EJ, Ghosh SK, Goodwin BK. A multivariate evaluation of Ex ante risks associated with fed cattle production American Journal of Agricultural Economics. 91: 431-443. DOI: 10.1111/J.1467-8276.2008.01244.X  0.335
2009 Mishra KK, Ghosh SK. Estimation of SCRAM Rate Trends in Nuclear Power Plants Using Hierarchical Bayes Models Communications in Statistics-Theory and Methods. 38: 2856-2871. DOI: 10.1080/03610920902947196  0.745
2009 Kalaylıoğlu ZI, Ghosh SK. Bayesian unit-root tests for Stochastic Volatility models Statistical Methodology. 6: 189-201. DOI: 10.1016/J.Stamet.2008.07.002  0.444
2008 Lee H, Ghosh SK. A Reparametrization Approach for Dynamic Space-Time Models. Journal of Statistical Theory and Practice. 2: 1-14. PMID 21593998 DOI: 10.1080/15598608.2008.10411856  0.579
2008 Hughes-Oliver JM, Heo TY, Ghosh SK. An autoregressive point source model for spatial processes. Environmetrics. 20: 575-594. PMID 19936263 DOI: 10.1002/Env.957  0.387
2008 Ozaki VA, Ghosh SK, Goodwin BK, Shirota R. SPATIO-TEMPORAL MODELING OF AGRICULTURAL YIELD DATA WITH AN APPLICATION TO PRICING CROP INSURANCE CONTRACTS. American Journal of Agricultural Economics. 90: 951-961. PMID 19890450 DOI: 10.1111/J.1467-8276.2008.01153.X  0.461
2008 Song HR, Fuentes M, Ghosh S. A comparative study of Gaussian geostatistical models and Gaussian Markov random field models1. Journal of Multivariate Analysis. 99: 1681-1697. PMID 19337581 DOI: 10.1016/J.Jmva.2008.01.012  0.451
2008 Devineni N, Sankarasubramanian A, Ghosh S. Multimodel ensembles of streamflow forecasts: Role of predictor state in developing optimal combinations. Water Resources Research. 44: W09404. PMID 19081782 DOI: 10.1029/2006Wr005855  0.41
2008 Wang D, Ghosh SK. Bayesian estimation and unit root tests for Random Coefficient AutoRegressive models Model Assisted Statistics and Applications. 3: 281-295. DOI: 10.3233/Mas-2008-3401  0.485
2008 Webster RA, Pollock KH, Ghosh SK, Hankin DG. Bayesian spatial modeling of data from unit-count surveys of fish in streams Transactions of the American Fisheries Society. 137: 438-453. DOI: 10.1577/T06-138.1  0.433
2008 Ghosh SK, Ebrahimi N. Bayesian Analysis of Change-Point Hazard Rate Problem Journal of Statistical Theory and Practice. 2: 523-533. DOI: 10.1080/15598608.2008.10411892  0.47
2007 Ghosh SK, Mukhopadhyay P. Bayesian Analysis of Quality Adjusted Lifetime (QAL) Data Journal of Statistical Theory and Practice. 1: 233-251. DOI: 10.1080/15598608.2007.10411836  0.43
2007 Jeong MK, Lu JC, Zhou W, Ghosh SK. Data-reduction method for spatial data using a structured wavelet model International Journal of Production Research. 45: 2295-2311. DOI: 10.1080/00207540600793547  0.393
2007 Ghosh SK, Kim H. Semiparametric inference based on a class of zero-altered distributions Statistical Methodology. 4: 371-383. DOI: 10.1016/J.Stamet.2007.01.001  0.46
2007 Park JW, Genton MG, Ghosh SK. Censored time series analysis with autoregressive moving average models Canadian Journal of Statistics. 35: 151-168. DOI: 10.1002/Cjs.5550350113  0.442
2006 Richards SL, Apperson CS, Ghosh SK, Cheshire HM, Zeichner BC. Spatial analysis of Aedes albopictus (Diptera: Culicidae) oviposition in suburban neighborhoods of a Piedmont community in North Carolina. Journal of Medical Entomology. 43: 976-89. PMID 17017237 DOI: 10.1603/0022-2585(2006)43[976:Saoaad]2.0.Co;2  0.349
2006 Fuentes M, Song HR, Ghosh SK, Holland DM, Davis JM. Spatial association between speciated fine particles and mortality. Biometrics. 62: 855-63. PMID 16984329 DOI: 10.1111/J.1541-0420.2006.00526.X  0.314
2006 Schlosser PM, Borghoff SJ, Coldham NG, David JA, Ghosh SK. Physiologically-based pharmacokinetic modeling of genistein in rats, Part I: Model development. Risk Analysis : An Official Publication of the Society For Risk Analysis. 26: 483-500. PMID 16573635 DOI: 10.1111/J.1539-6924.2006.00743.X  0.391
2006 Ghosh SK, Mukhopadhyay P, Lu J. Bayesian analysis of zero-inflated regression models Journal of Statistical Planning and Inference. 136: 1360-1375. DOI: 10.1016/J.Jspi.2004.10.008  0.509
2005 Ghosh SK, Norris JL. Bayesian capture-recapture analysis and model selection allowing for heterogeneity and behavioral effects Journal of Agricultural, Biological, and Environmental Statistics. 10: 35-49. DOI: 10.1198/108571105X28651  0.431
2005 Sinha D, Ghosh SK. Multiple Events Time Data: A Bayesian Recourse Handbook of Statistics. 25: 891-906. DOI: 10.1016/S0169-7161(05)25031-9  0.447
2004 Zeng W, Ghosh S, Li B. A blocking Gibbs sampling method to detect major genes with phenotypic data from a diallel mating. Genetical Research. 83: 143-54. PMID 15219159 DOI: 10.1017/S0016672304006718  0.372
2004 Wang J, Hsung RP, Ghosh SK. Stereoselective ketal-tethered intramolecular diels-alder cycloadditions. An approach to the 2-oxadecalin spiroketal core of antifungal agent fusidilactone C. Organic Letters. 6: 1939-42. PMID 15176788 DOI: 10.1021/Ol0495624  0.683
2004 Zaykin DV, Meng Z, Ghosh SK. Interval estimation of genetic susceptibility for retrospective case-control studies. Bmc Genetics. 5: 9. PMID 15137913 DOI: 10.1186/1471-2156-5-9  0.302
2003 Ghosh SK. Affinity maturation of the humoral immune response: A Bayesian approach Journal of Agricultural, Biological, and Environmental Statistics. 8: 367-382. DOI: 10.1198/1085711032228  0.396
2000 Gelfand AE, Ghosh SK, Christiansen C, Soumerai SB, McLaughlin TJ. Proportional hazards models: A latent competing risk approach Journal of the Royal Statistical Society. Series C: Applied Statistics. 49: 385-397. DOI: 10.1111/1467-9876.00199  0.42
1999 Sinha D, Chen M, Ghosh SK. Bayesian analysis and model selection for interval-censored survival data. Biometrics. 55: 585-590. PMID 11318218 DOI: 10.1111/J.0006-341X.1999.00585.X  0.409
1998 Knight JR, Sirmans CF, Gelfand AE, Ghosh SK. Analyzing real estate data problems using the Gibbs sampler Real Estate Economics. 26: 469-492. DOI: 10.1111/1540-6229.00753  0.368
1998 Gelfand AE, Ghosh SK. Model choice: A minimum posterior predictive loss approach Biometrika. 85: 1-11. DOI: 10.1093/Biomet/85.1.1  0.437
1998 Gelfand AE, Ghosh SK, Knight JR, Sirmans CF. Spatio-temporal modeling of residential sales data Journal of Business and Economic Statistics. 16: 312-321. DOI: 10.1080/07350015.1998.10524770  0.459
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