Ming-Hui Chen's Selected Publications

  1. Chen, M.-H., Ibrahim, J.G., and Kim, S. (2008). Properties and Implementation of Jeffreys's Prior in Binomial Regression Models. Journal of the American Statistical Association. To appear.
  2. Chen, M.-H., Huang, L., Ibrahim, J.G., and Kim, S. (2008). Bayesian Variable Selection and Computation for Generalized Linear Models with Conjugate Priors. Bayesian Analysis, 3, 585-614.
  3. Nguyen, P.L., Chen, M.-H., Catalona, W.J., Alexander, B.M., Roeh, K.A., Loeb, S., and D'Amico, A.V. (2008). Biochemical Recurrence Following Radical Prostatectomy for Prevalent vs. Incident Cases of Prostate Cancer: Implications for Management. Cancer. To appear.
  4. Nguyen, P.L., Chen, M.-H., Catalona, W.J., Moul, J.W., Sun, L., and D'Amico, A.V. (2008). Predicting Prostate Cancer Mortality Among Men with Intermediate to High-Risk Disease and Multiple Unfavorable Risk Factors. International Journal of Radiation Oncology, Biology, Physics. To appear.
  5. D'Amico, A.V., Chen, M.-H., Renshaw, A.A., Loffredo, M., and Kantoff, P.W. (2008). Causes of Death in Men Undergoing Androgen Suppression Therapy for Newly Diagnosed Localized or Recurrent Prostate Cancer. Cancer. To appear.
  6. Hoffman, K.E., Chen, M.-H., Punglia, R.S., Beard, C.J., and D'Amico, A.V. (2008). Influence of Year of Diagnosis, Patient Age, and Sociodemographic Status on Recommending Adjuvant Radiation Treatment for Stage I Testicular Seminoma in the United States. Journal of Clinical Oncology, 26(24), 3937-3942.
  7. Martin, N.E., Chen, M.-H., Catalona, W.J., Loeb, S., Roehl, K.A., and D'Amico, A.V. (2008). The influence of Serial Prostate-Specific Antigen (PSA) Screening on the PSA Velocity at Diagnosis. Cancer, 113(4), 717-722.
  8. D'Amico, A.V., Chen, M.-H., Renshaw, A.A., Loffredo, B., and Kantoff, P.W. (2008). Risk of Prostate Cancer Recurrence in Men Treated with Radiation Alone or in Conjunction with Combined or less than Combined Androgen Suppression Therapy. Journal of Clinical Oncology, 26(18), 2979-2983.
  9. Huang, L., Chen, M.-H., Yu, F., Neal, P.R., and Anderson, G.J. (2008). On Modeling Repeated Binary Responses and Time-Dependent Missing Covariates. Journal of Agricultural, Biological and Environmental Statistics. To appear.
  10. Cheng, S., Xi, Y., and Chen, M.-H. (2008). A New Mixture Model for Misclassification with Applications for Survey Data. Sociological Methods and Research, 37, 75-104.
  11. Kim, S., Chen, M.-H., and Dey, D.K. (2008). Flexible Generalized t-Link Models for Binary Response Data. Biometrika, 95(1), 93-106.
  12. Chung, C.S., Chen, M.-H., Cullen, J., McLeod, D., Carroll, P., and D'Amico, A.V. (2008). Time to Prostate-Specific Antigen Nadir after Androgen Suppression Therapy for Postoperative or Postradiation PSA Failure and Risk of Prostate Cancer-Specific Mortality. Urology, 71(1), 136-140.
  13. D'Amico, A.V., Chen, M.-H., Renshaw, A.A., Loffredo, M., and Kantoff, P.W. (2008). Androgen Suppression and Radiation vs Radiation alone for Prostate Cancer: A Randomized Trial. The Journal of the American Medical Association, 299 (3), 289-295.
  14. Yu, F., Chen, M.-H., and Kuo, L. (2008). Detecting Differentially Expressed Genes Using Calibrated Bayes Factors. Statistica Sinica, 18 , 783-802.
  15. Chen, Q., Ibrahim, J.G., Chen, M.-H., and Senchaudhuri, P. (2008). Theory and Inference for Regression Models with Missing Response and Covariates. Journal of Multivariate Analysis, 99 , 1302-1331.
  16. Das, S., Chen, M.-H., Kim, S., and Warren, N. (2008). A Bayesian Structural Equations Model for Multilevel Data with Missing Responses and Missing Covariates. Bayesian Analysis, 3 , 197-224.
  17. Chen, M.-H., Ibrahim, J.G., and Chi, Y.-Y. (2008). A New Class of Mixture Models for Differential Gene Expression in DNA Microarray Data. Journal of Statistical Planning and Inference, 138, 387-404. DOI: 10.1016/j.jspi.2007.06.007.
  18. D'Amico, A.V., Kantoff, P.W., and Chen, M.-H. (2007). Aspirin and Hormone Therapy for Prostate Cancer. New England Journal of Medicine, 357(26), 2737-2738 (Correspondence).
  19. Patel, A.A., Chen, M.-H., Renshaw, A.A., and D'Amico, A.V. (2007). PSA Failure Following Definitive Treatment of Prostate Cancer Having Biopsy Gleason Score 7 with Tertiary Grade 5. The Journal of the American Medical Association, 298(13), 1533-1538.
  20. Tsai, H.K., D'Amico, A.V., Sadetsky, N., Chen, M.-H., and Carroll, P.R. (2007). Androgen Deprivation Therapy for Localized Prostate Cancer and the Risk of Cardiovascular Mortality. Journal of the National Cancer Institute, 99, 1516-1524.
  21. Alexander, B.M., Chen, M.-H., Carroll, P., and D'Amico, A.V. (2007). Prostate-Specific Antigen Level at Initiation of Hormonal Therapy after Prostate-Specific Antigen Failure Following Prostatectomy or Radiotherapy and Therapeutic Response. Urology, 70(2), 320-323.
  22. Nguyen, P.L., Chen, M.-H., D'Amico, A.V., Tempany, C.M., Steele, G.S., Albert, M., Cormack, R., Carr-Locke, D.L., Bleday, R., and Suh, W.W. (2007). Magnetic Resonance Image-Guided Salvage Brachytherapy after Radiation in Select Men Who Initially Presented with Favorable-Risk Prostate Cancer: A Prospective Phase II Study. Cancer, 110(7), 1485-1492.
  23. Nguyen, P.L., Chen, M.-H., Renshaw, A.A., Sussman, B., and D'Amico, A.V. (2007). Effect of Definition of Preradiotherapy Prostate-Specific Antigen Velocity on Its Association with Prostate Cancer-Specific Mortality and All-Cause Mortality. Urology, 70(2), 288-293.
  24. D'Amico, A.V., Renshaw, A.A., Loffredo, B., and Chen, M.-H. (2007). Duration of Testosterone Suppression and the Risk of Death from Prostate Cancer in Men Treated Using Radiation and 6 Months of Hormonal Therapy. Cancer, 110(8), 1723-1728.
  25. D'Amico, A.V., Denham, J.W., Crook, J., Chen, M.-H., Goldhaber, S.Z., Lamb, D.S., Tai, K.-H., Malone, S., Ludgate, C., Steigler, A., and Kantoff, P.W. (2007). The Influence of Androgen Suppression Therapy for Prostate Cancer on the Frequency and Timing of a Fatal Myocardial Infarction. Journal of Clinical Oncology, 25(17), 2420-2425.
  26. D'Amico, A.V., Chen, M.-H., Catalona, W.J., Sun, L., Roehl, K.A., and Moul, J.W. (2007). Prostate Cancer Specific Mortality Following Radical Prostatectomy or External Beam Radiation Therapy in Men with One or More High-Risk Factors. Cancer, 110(1), 56-61.
  27. D'Amico, A.V., Denham, J.W., Bolla, M., Collette, L., Lamb, D.S., Tai, K.-H., Steigler, A., and Chen, M.-H. (2007). Short- versus Long-term Androgen Suppression plus External Beam Radiation Therapy and Survival in Men of Advanced Age with Node Negative High-Risk Adenocarcinoma of the Prostate. Cancer, 109(10), 2004-2010.
  28. Krejcarek, S.C., Chen, M.-H., Renshaw, A.A., Loffredo, M.J., Sussman, B., and D'Amico, A.V. (2007). Prediagnostic Prostate-Specific Antigen Velocity and Probability of Detecting High-Grade Prostate Cancer. Urology, 69(3), 515-519.
  29. Efstathiou, J.A., Chen, M.-H., Renshaw, A.A., Loffredo, M.J., and D'Amico, A.V. (2007). The Influence of Body Mass Index on PSA Failure following Androgen Suppression and Radiation Therapy for Localized Prostate Cancer. Cancer, 109(8), 1493-1498.
  30. Balboni, T.A., Chen, M.-H., Harris, J.R., Recht, A., Stevenson, M.A., and D'Amico, A.V. (2007). Academic Career Selection and Retention in Radiation Oncology: The Joint Center for Radiation Therapy Experience. International Journal of Radiation Oncology, Biology, Physics, 68(1), 183-186.
  31. Banerjee, T., Chen, M.-H., Dey, D.K., and Sungduk Kim (2007). Bayesian Analysis of Generalized Odds-Rate Hazards Models for Survival Data. Lifetime Data Analysis, 13(2), 241-260.
  32. D'Amico, A.V., McLeod, D.G., Carroll, P.R., Cullen, J., and Chen, M.-H. (2007). Time to an Undetectable Prostate-Specific Antigen (PSA) after Androgen Suppression Therapy for Postoperative or Postradiation PSA Recurrence and Prostate Cancer-Specific Mortality. Cancer, 109(7), 1290-1295.
  33. Kim, S., Chen, M.-H., Dey, D.K., and Gamerman, D. (2007). Bayesian Dynamic Models for Survival Data with a Cure Fraction. Lifetime Data Analysis, 13(1), 17-35.
  34. D'Amico, A.V., Chen, M.-H., Renshaw, A.A., Sussman, B., Roehl, K.A., and Catalona, W.J. (2006). Identifying Men Diagnosed With Clinically Localized Prostate Cancer Who are at High Risk for Death From Prostate Cancer. The Journal of Urology, 176(6S), S11-S15. pdf file
  35. Chen, M.-H., Ibrahim, J.G. and Shao, Q.-M. (2006). Posterior Propriety and Computation for the Cox Regression Model with Applications to Missing Covariates. Biometrika, 93, 791-807.
  36. Tsai, H.K., Chen, M.-H., McLeod, D.G., Carroll, P.R., Richie, J.P., and Anthony V. D'Amico (2006). Cancer-Specific Mortality after Radiation Therapy with Short-Course Hormonal Therapy or Radical Prostatectomy in Men with Localized, Intermediate-Risk to High-Risk Prostate Cancer. Cancer, 107(11), 2597-2603.
  37. D'Amico, A.V., Loffredo, M., Renshaw, A.A., Loffredo, B., and Chen, M.-H. (2006). Six-Month Androgen Suppression Plus Radiation Therapy Compared With Radiation Therapy Alone for Men With Prostate Cancer and a Rapidly Increasing Pretreatment Prostate-Specific Antigen Level. Journal of Clinical Oncology, 24(25), 4190-4195.
  38. Petit, J.H., Chen, M.-H., Loffredo, M., Sussman, B., Renshaw, A.A., and D'Amico, A.V. (2006). Prostate-Specific Antigen Recurrence and Mortality Following Conventional Dose Radiation Therapy in Select Men with Low-risk Prostate Cancer. Cancer, 107(9), 2180-2185.
  39. Rodrigues, N.A., Chen, M.-H., Catalona, W.J., Roehl, K.A., Richie, J.P., and D'Amico, A.V. (2006). Predictors of Mortality after Androgen-Deprivation Therapy in Patients with Rapidly Rising Prostate-Specific Antigen Levels after Local Therapy for Prostate Cancer. Cancer, 107(3), 514-520.
  40. Efstathiou, J.A., Chen, M.-H., Catalona, W.J., McLeod, D.G., Carroll, P.R., Moul, J.W., Roehl, K.A., and D'Amico, A.V. (2006). Prostate-Specific Antigen-based Serial Screening May Decrease Prostate Cancer-Specific Mortality. Urology, 68(2), 342-347.
  41. D'Amico, A.V., Kantoff, P., Loffredo, M., Renshaw, A.A., Loffredo, B., and Chen, M.-H. (2006). Predictors of Mortality after Prostate-Specific Antigen Failure. International Journal of Radiation Oncology, Biology, Physics, 65 (3), 656-660.
  42. Chen, M.-H. and Ibrahim, J.G. (2006). The Relationship Between the Power Prior and Hierarchical Models. Bayesian Analysis, 1, 551-574.
  43. Rozhansky, F., Chen, M.-H., Cox, M.C., Dahut, W., Figg, W.D., and D'Amico, A.V. (2006). Prostate-Specific Antigen Velocity and Survival for Patients with Hormone-Refractory Metastatic Prostate Carcinoma. Cancer, 106(1), 63-67.
  44. Galper, S.L., Chen, M.-H., Catalona, W.J., Roehl, K.A., Richie, J.P., and D'Amico, A.V. (2006). Evidence to Support a Continued Stage Migration and Decrease in Prostate Cancer-Specific Mortality. The Journal of Urology, 175(3), 907-912.
  45. Beard, C., Chen, M.-H., Cote, K., Loffredo, M., Renshaw, A., Hurwitz, M., and D'Amico, A.V. (2005). Pretreatment Predictors of Posttreatment PSA Doubling Times for Patients Undergoing Three-Dimensional Conformal Radiotherapy for Clinically Localized Prostate Cancer. Urology, 66(5), 1020-1023.
  46. Stewart, A.J., Scher, H.I., Chen, M.-H., McLeod, D.G., Carroll, P.R., Moul, J.W., and D'Amico, A.V. (2005). Prostate-Specific Antigen Nadir and Cancer-Specific Mortality Following Hormonal Therapy For Prostate-Specific Antigen Failure And The Risk Of Cancer-Specific Mortality. Journal of Clinical Oncology, 23(27), 6556-6560.
  47. Zhou, P., Chen, M.-H., McLeod, D., Carroll, P.R., Moul, J.W., and D'Amico, A.V. (2005). Predictors of Prostate Cancer-Specific Mortality After Radical Prostatectomy or Radiation Therapy. Journal of Clinical Oncology, 23(28), 6992-6998.
  48. D'Amico, A.V., Chen, M.-H., Roehl, K.A., and Catalona, W.J. (2005). Identifying Patients at Risk for Significant versus Clinically Insignificant Postoperative Prostate-specific Antigen Failure. Journal of Clinical Oncology, 23(22), 4975-4979.
  49. D'Amico, A.V., Renshaw, A.A., Sussman, B., and Chen, M.-H. (2005). Pre-treatment PSA Velocity and the Risk of Death from Prostate Cancer Following External Beam Radiation Therapy. The Journal of the American Medical Association, 294, 440-447.
  50. D'Amico, A.V., Moul, J., Carroll, P.R., Sun, L., Lubeck, D., and Chen, M.-H. (2005). Surrogate End Point for Prostate Cancer Specific Mortality for Patients with Nonmetastatic Hormone Refractory Prostate Cancer. The Journal of Urology, 173(5), 1572-1576.
  51. Woel, R., Beard, C., Chen, M.-H., Hurwitz, M., Loffredo, M., McMahon, E., Ching, J., Lopes, L., and D'Amico, A.V. (2005). Acute Gastrointestinal, Genitourinary, and Dermatological Toxicity during Dose-escalated 3D-conformal Radiation Therapy (3DCRT) Using an Intrarectal Balloon for Prostate Gland Localization and Immobilization. International Journal of Radiation Oncology, Biology, Physics, 62, 392-396.
  52. Dvorak, T., Chen, M.-H., Renshaw, A.A., Loffredo, M., Richie, J.P., and D'Amico, A.V. (2005). Maximal Tumor Diameter and the Risk of PSA Failure in Men with Specimen-Confined Prostate Cancer. Urology, 66(5), 1024-1028.
  53. Chen, M.-H. (2005). Bayesian Computation: From Posterior Densities to Bayes Factors, Marginal Likelihoods, and Posterior Model Probabilities. In Bayesian Thinking, Modeling and Computation, Handbook of Statistics, 25, Eds. D.K. Dey and C.R. Rao, 437-457.
  54. Chen, M.-H. (2005). Computing Marginal Likelihoods from A Single MCMC Output. Statistica Neerlandica. 59, 16-29.
  55. Huang, L., Chen, M.-H., and Ibrahim, J.G. (2005). Bayesian Analysis for Generalized Linear Models with Nonignorably Missing Covariates. Biometrics, 61, 767-780.
  56. Ibrahim, J.G., Chen, M.-H., Lipsitz, S.R., and Herring, A.H. (2005). Missing Data Methods in Regression Models. Journal of the American Statistical Association, 100, 332-346.
  57. Gonzalo Garcia-Donato, G. and Chen, M.-H. (2005). Calibrating Bayes Factor Under Prior Predictive Distributions. Statistica Sinica, 15, 359-380.
  58. Chen, M.-H., Ibrahim, J.G., and Sinha, D. (2004). A New Joint Model for Longitudinal and Survival Data with a Cure Fraction. Journal of Multivariate Analysis, 91, 18-34.
  59. Chen, M.-H. (2004). Skewed Link Models for Categorical Response Data. In Skew-Elliptical Distributions and Their Applications: A Journey Beyond Normality, Genton, M. G., Ed., Chapman & Hall/CRC, Boca Raton, FL, 131-151.
  60. D'Amico, A.V., Renshaw, A.A., Cote, K., Hurwitz, M., Beard, C., Loffredo, M., and Chen, M.-H. (2004). The Impact of the Percent of Positive Prostate Biopsies on Prostate Cancer-Specific Mortality for Patients with Low or Favorable Intermediate Risk Disease. Journal of Clinical Oncology, 22, 3726-3732.
  61. D'Amico, A.V., Chen, M.-H., Roehl, K.A., and Catalona, W.J. (2004). The Preoperative PSA Velocity and the Risk of Death From Prostate Cancer After Radical Prostatectomy. New England Journal of Medicine 351, 125-135.
  62. D'Amico, A.V., Moul, J.W., Carroll, P.R., Cote, K., Sun, L. Lubeck, D., Renshaw, A.A., Loffredo, M., and Chen, M.-H. (2004). Intermediate End Point for Prostate Cancer-Specific Mortality Following Hormonal Therapy for Prostate-Specific Antigen Failure. Journal of the National Cancer Institute, 96, 509-515. pdf file
  63. Chen, M.-H., Ibrahim, J.G., and Shao, Q.-M. (2004). On Propriety of the Posterior Distribution and Existence of the Maximum Likelihood Estimator for Regression models with Covariates Missing at Random. Journal of the American Statistical Association, 99, 421-438
  64. Chen, M.-H., Dey, D.K., and Ibrahim, J.G. (2004). Bayesian Criterion Based Model Assessment for Categorical Data. Biometrika, 91, 45-63.
  65. Ibrahim, J.G., Chen, M.-H., and Sinha, D. (2004). Bayesian Methods for Joint Modelling of Longitudinal and Survival Data with Applications to Cancer Vaccine Studies. Statistica Sinica, 14, 863-883.
  66. Beard, C.J., Chen, M.-H., Cote, K., Loffredo, M., Renshaw, A.A., Hurwitz, M., and D'Amico, A.V. (2004). Perineural Invasion Is Associated with Increased Relapse After External Beam Radiotherapy for Men with Low-risk Prostate Cancer and May Be a Marker for Occult, High-grade Cancer. International Journal of Radiation Oncology, Biology, Physics, 58, 19-24.
  67. Albert, M., Tempany, C.M., Schultz, D., Chen, M.-H., Cormack, R.A., Kumar, S., Hurwitz, M.D., Beard, C., Tuncali, K., O'Leary, M., Topulos, G.P., Valentine, K., Lopes, L., Kanan, A., Kacher, D., Rosato, J., Kooy, H., Jolesz, F., Carr-Locke, D.L., Richie, J.P., and D'Amico, A.V. (2003). Late Genitourinary and Gastrointestinal Toxicity After Magnetic Resonance Image-guided Prostate Brachytherapy with or without Neoadjuvant External Beam Radiation Therapy. Cancer, 98, 949-954.
  68. Sinha, D., Ibrahim, J.G., and Chen, M.-H. (2003). A Bayesian Justification of Cox's Partial Likelihood. Biometrika, 90, 629-641.
  69. D'Amico, A.V., Moul, J., Carroll, P., Sun, L., Lubeck, D., Chen, M.-H. (2003). Surrogate End Point For Prostate Cancer-Specific Mortality After Radical Prostatectomy Or Radiation Therapy. Journal of the National Cancer Institute, 95, 1376-1383. pdf file
  70. Chen, M.-H., He, X., Shao, Q.-M., and Xu, H. (2003). Monte Carlo Gap Test in Computing HPD Regions. In Development of Modern Statistics and Related Topics, eds. H. Zhang and J. Huang, New Jersey: World Scientific, 38-52. pdf file
  71. Chen, M.-H. (2003), Discussion on ``On Inferring Effects of Binary Treatments With Unobserved Confounders" by S. Chib. In Bayesian Statistics 7, eds. J.M. Bernardo, M.J. Bayarri, J.O. Berger, A.P. Dawid, D. Heckerman, A.F.M. Smith, and M. West, Oxford: Oxford University Press, 79-82.
  72. Ibrahim, J.G., Chen, M.-H., and Sinha, D. (2003). On Optimality Properties of the Power Prior. Journal of the American Statistical Association, 98, 204-213.
  73. Chen, M.-H. and Ibrahim, J.G. (2003). Conjugate Priors for Generalized Linear Models. Statistica Sinica, 13, 461-476.
  74. D'Amico, A.V., Moul, J., Carroll, P., Sun, L., Lubeck, D., Chen, M.-H. (2003). Cancer Specific Mortality Following Surgery or Radiation for Patients with Clinically Localized Prostate Cancer Managed During the PSA Era. Journal of Clinical Oncology, 21, 2163-2172.
  75. D'Amico, A.V., Cote, K., Loffredo, M., Renshaw, A.A., and Chen, M.-H. (2003). Pretreatment Predictors of Time to Cancer Specific Death Following Prostate Specific Antigen Failure. The Journal of Urology, 169, 1320-1324.
  76. Chen, M.-H. and Dey, D.K. (2003). Variable Selection for Multivariate Logistic Regression Models. Journal of Statistical Planning and Inference, 111, 37-55. pdf file
  77. Chen, M.-H., Ibrahim, J.G., Shao, Q.-M., and Weiss, R.E. (2003). Prior Elicitation for Model Selection and Estimation in Generalized Linear Mixed Models. Journal of Statistical Planning and Inference, 111, 57-76.
  78. Cheng, G.C., Chen, M.-H., Whittington, R., Malkowicz, S.B., Schnall, M.D., Tomaszewski, J.E., and D'Amico, A.V. (2003), Clinical Utility of Endorectal MRI in Determining PSA Outcome for Patients with Biopsy Gleason Score 7, PSA < 10, and Clinically Localized Prostate Cancer. Int. J. Radiation Oncology Biology and Physics, 55, 64-70.
  79. D'Amico, A.V., Cote, K., Loffredo, M., Renshaw, A.A., and Chen, M.-H. (2003). Advanced Age at Diagnosis is an Independent Predictor of Time to Death from Prostate Carcinoma for Patients Undergoing External Beam Radiation Therapy for Clinically Localized Prostate Carcinoma. Cancer, 97, 56-62.
  80. Ghosh, M. and Chen, M.-H. (2002). Bayesian Inference for Matched Case-Control Studies. Sankhya, Series B, Pt. 2, 64, 107-127.
  81. Ibrahim, J.G., Chen, M.-H., Lipsitz, S.R. (2002). Bayesian Methods for Generalized Linear Models With Missing Covariates. The Canadian Journal of Statistics, 30, 55-78.
  82. Chen, M.-H., Dey, D.K., and Wu, Y. (2002). On Robustness of Choice of Links In Binomial Regression. Calcutta Statistical Association Bulletin, 53, 145-164.
  83. Wu, Y., Chen, M.-H., and Dey, D.K. (2002). On the Relationship Between Links for Binary Response Data. Journal of Statistical Studies, Special Volume in Honour of Professor Mir Masoom Ali's 65th Birthday, 159-172.
  84. Sinha, D., Ibrahim, J.G., and Chen, M.-H. (2002). Models For Survival Data From Cancer Prevention Studies. Journal of the Royal Statistical Society, Series B, 64, 467-477. postscript file
  85. Chen, M.-H., Ibrahim, J.G., and Lipsitz, S.R. (2002). Bayesian Methods for Missing Covariates in Cure Rate Models. Lifetime Data Analysis, 8, 117-146.
  86. Chen, M.-H., Harrington, D.P., and Ibrahim, J.G. (2002). Bayesian Cure Rate Models for Malignant Melanoma: A Case Study of ECOG Trial E1690. Applied Statistics, 51, 135-150.
  87. Ibrahim, J.G., Chen, M.-H., and Gray, R.J. (2002). Bayesian Models for Gene Expression with DNA Microchip Data. Journal of the American Statistical Association, 97, 88-99. postscript file
  88. Chen, M.-H., Ibrahim, J.G., and Sinha, D. (2002). Bayesian Inference For Multivariate Survival Data With a Surviving Fraction. Journal of Multivariate Analysis, 80, 101-126.
  89. Chen, M.-H., and Shao, Q.-M. (2002). Partition-Weighted Monte Carlo Estimation. Annals of the Institute of Statistical Mathematics, 54, 338-354. postscript file
  90. Chen, M.-H., Shao, Q.-M., and Xu, D. (2002). Sufficient and Necessary Conditions on the Propriety of Posterior Distributions for Generalized Linear Mixed Models. Sankhya, Series A., 64, 57-85.
  91. Linson, P., Lee, A., Doytchinova, T., Chen, M.-H., Weinstein, M.H., Richie, J.P., and D'Amico, A.V. (2002). Percentage of Core Lengths Involved with Prostate Cancer: Does It Add to the Percentage of Positive Prostate Biopsies in Predicting Postoperative Prostate-Specific Antigen Outcome for Men with Intermediate-Risk Prostate Cancer? Urology, 59, 704-708
  92. Ung, J.O., Richie, J.P., Chen, M.-H., Renshaw, A.A., and D'Amico, A.V. (2002). Evolution of the Presentation, Pathological and Biomehemical Outcomes Following Radical Prostatectomy for Patients with Clinically Localized Prostate Cancer Diagnosed During the PSA Era. Urology, 60, 458-463.
  93. Yoon, J.H., Chen, M.-H., Renshaw, A.A., Richie, J.P., and D'Amico, A.V. (2002). Predictive Factor Analysis as the Basis for the Clinical Utility of the Percent Positive Prostate Biopsies in Patients with Intermediate Risk Prostate Cancer. Urology, 60, 454-457.
  94. D'Amico, A.V., Whittington, R., Malkowicz, S.B., Cote, K., Loffredo, M., Schultz, D., Chen, M.-H., Tomaszewski, J.E., Renshaw, A.A., Wein, A., and Richie, J.P. (2002). Biochemical Outcome Following Radical Prostatectomy Or External Beam Radiation Therapy For Clinically Localized Prostate Cancer In The PSA Era. Cancer, 95, 281-286.
  95. D'Amico, A.V., Saegaert, T., Chen, M.-H., Renshaw, A., George, D., Oh, W., and Kantoff, P.K. (2002). Initial Decline in Hemoglobin during Neoadjuvant Hormonal Therapy Predicts for Early PSA Failure Following Radiation and Hormonal Therapy for Patients with Intermediate and High-Risk Prostate Cancer. Cancer, 95, 275-280.
  96. Das, P., Chen, M.-H., Valentine, K., Lopes, L., Cormack, R.A., Renshaw, A.A., Tempany, C.M., Kumar, S., D'Amico, A.V. (2002). Utilizing the Magnitude of PSA Bounce following Magnetic Resonance Image Guided Prostate Brachytherapy to Distinguish Recurrence, Benign Precipitating Factors and Idiopathic Bounce. Int J Radiat Oncol, Biol, Phys., 54, 698-703.
  97. D'Amico, A.V., Chen, M.-H., Malkowicz, S.B., Whittington, R., Renshaw A.A., Tomaszewski, J.E., Samofalov, Y., Wein, A., Richiew, J.P. (2002). Lower Prostate Specific Antigen Outcome than Expected following radical prostatectomy for Patients with High-Grade Prostate Cancer and a PSA level of 4 ng/ml or less. The Journal of Urology, 167, 2025-2031.
  98. Chen, M.-H. and Ibrahim, J.G. (2001). Maximum Likelihood Methods for Cure Rate Models with Missing Covariates. Biometrics, 57, 43-52.
  99. Ibrahim, J.G., Chen, M.-H., and Lipsitz, S.R. (2001). Missing Responses in Generalized Linear Mixed Models When The Missing Data Mechanism is Nonignorable. Biometrika, 88, 551-564.
  100. Chen, M.-H. and Shao, Q.-M. (2001). Propriety of Posterior Distribution for Dichotomous Quantal Response Models With General Link Functions. Proceedings of the American Mathematical Society, 129, 293-302. postscript file
  101. Ibrahim, J.G., Chen, M.-H., and Sinha, D. (2001). Bayesian Semi-parametric Models for Survival Data with a Cure Fraction. Biometrics, 57, 383-388.
  102. Chen, M.-H., Dey, D.K., and Shao, Q.-M. (2001). Bayesian Analysis of Binary Data Using Skewed Logit Models. Calcutta Statistical Association Bulletin, 51, 11-30.
  103. Ibrahim, J.G., Chen, M.-H., and Sinha, D. (2001). Criterion Based Methods for Bayesian Model Assessment. Statistica Sinica, 11, 419-443.
  104. Chen, M.-H. and Ibrahim, J.G. (2001). Bayesian model comparisons for survival data with a cure fraction. In Bayesian Methods with Applications to Science, Policy and Official Statistics, Luxembourg: Office for Official Publications of the European Communities, 81-90.
  105. D'Amico, A.V., Wu, Y., Chen, M.-H., Nash, M., Renshaw, A.A., and Richie, J.P. (2000). Perineural Invasion as a Predictor of Biochemical Outcome Following Radical Prostatectomy for Select Men with Clinically Localized Prostate Cancer. The Journal of Urology, 165, 126-130.
  106. Chen, M.-H. and Ibrahim, J.G. (2000). Bayesian Prediction Inference for Time Series Count Data. Biometrics, 56, 678-685.
  107. Chen, M.-H., Dey, D.K., and Sinha, D. (2000). Bayesian Analysis of Multivariate Mortality Data With Large Families. Applied Statistics, 49, 129-144.
  108. Ibrahim, J.G. and Chen, M.-H. (2000). Power Prior Distributions for Regression Models. Statistical Sciences, 15, 46-60.
  109. Chen, M.-H., Ibrahim, J.G., and Shao, Q.-M. (2000). Power Prior Distributions for Generalized Linear Models. Journal of Statistical Planning and Inference, 84, 121-137.
  110. Rashid, M.M., Chen, M.-H., and Ganter, S.L. (2000). A Nonparametric Analysis of a Multi-Group Incompletely Ranked Item Response Data. Journal of Nonparametric Statistics, 12, 245-264.
  111. D'Amico, A.V., Wu, Y., Chen, M.-H., Nash, M., Renshaw, A.A., and Richie, J.P. (2000). Pathologic Findings and Prostate-Specific Antigen Outcome Following Radical Prostatectomy for Patients Diagnosed on the Basis of a Single Microscopic Focus of Gleason Score 7 or Less Prostate Cancer. Cancer, 89, 1810-1817.
  112. D'Amico, A.V., Whittington, R., Malkowicz, S.B., Wu, Y.H., Chen, M.-H., Hurwitz, M., Kantoff, P., Tomaszewski, J.E., Renshaew, A.A., Wein, A., and Richie, J.P. (2000). Utilizing Predictions of Early Prostate-Specific Antigen Failure to Optimize Patient Selection for Adjuvant Therapy Trials. Journal of Clinical Oncology, 18, 3240-3246.
  113. Chen, M.-H. and Dey, D.K. (2000). A Unified Bayesian Analysis for Correlated Ordinal Data Models. Brazilian Journal of Probability and Statistics, 14, 87-111.
  114. Ghosh, M., Chen, M.-H., Ghosh, A. and Agresti, A. (2000). Hierarchical Bayesian Analysis of Binary Matched Pairs Data. Statistica Sinica, 10, 647-657. pdf file
  115. Ghosh, M., Ghosh, A., Chen, M.-H. and Agresti, A. (2000). Bayesian Estimation for Item Response Models. Journal of Statistical Planning and Inference, 88, 99-115. pdf file
  116. Ibrahim, J.G., Chen, M.-H., and Ryan, L.-M. (2000). Bayesian Variable Selection for Time Series Count Data. Statistica Sinica, 10, 971-987. pdf file
  117. Chen, M.-H., Dey, D.K., and Shao, Q.-M. (1999). A New Skewed Link Model for Dichotomous Quantal Response Data. Journal of the American Statistical Association, 94, 1172-1186.
  118. Chen, M.-H., Ibrahim, J.G., and Yiannoutsos, C. (1999). Prior Elicitation, Variable Selection, and Bayesian Computation for Logistic Regression Models. Journal of the Royal Statistical Society, Series B, 61, 223-242.
  119. Chen, M.-H. and Shao, Q.-M. (1999). Monte Carlo Estimation of Bayesian Credible and HPD Intervals. Journal of Computational and Graphical Statistics, 8, 69-92.
  120. Chen, M.-H., Ibrahim, J.G., and Sinha, D. (1999). A New Bayesian Model For Survival Data With a Surviving Fraction. Journal of the American Statistical Association, 94, 909-919.
  121. Chen, M.-H. and Shao, Q.-M. (1999). Properties of Prior and Posterior Distributions for Multivariate Categorical Response Data Models. Journal of Multivariate Analysis, 71, 277-296.
  122. D'Amico, A.V., Whittington, R., Malkowicz, S.B., Fondurulia, J., Chen, M.-H., Kaplan, I., Beard, C.J., Tomaszewski, J.E., Renshaw, A., Wein, A., and Coleman, C.N. (1999). A Pre-treatment Nomogram for Prostate Specific Antigen Following Radical Prostatectomy or External Bean Radiation Therapy for Clinically Localized Prostate Cancer. Journal of Clinical Oncology, 17, 168-172.
  123. Ibrahim, J.G., Chen, M.-H., and Lipsitz, S.R. (1999). Monte Carlo EM for Missing Covariates in Parametric Regression Models. Biometrics, 55, 591-596.
  124. Chen, M.-H. and Shao, Q.-M. (1999). Existence of Bayes Estimators for the Polychotomous Quantal Response Models. Annals of the Institute of Statistical Mathematics, 51, 637-656.
  125. Ibrahim, J.G., Lipsitz, S.R., and Chen, M.-H. (1999). Missing Covariates in Generalized Linear Models When The Missing Data Mechanism is Nonignorable. Journal of the Royal Statistical Society, Series B, 61, 173-190.
  126. Ibrahim, J.G., Chen, M.-H., and MacEachern, S.N. (1999). Bayesian Variable Selection for Proportional Hazards Models. The Canadian Journal of Statistics, 27, 701-717.
  127. Sinha, D., Chen, M.-H., and Ghosh, S.K. (1999). Bayesian Analysis and Model Selection for Interval-censored Survival Data. Biometrics, 55, 585-590.
  128. D'Amico, A.V., Whittington, R., Malkowicz, S.B., Fondurulia, J., Chen, M.-H., Tomaszewski, J.E., Wein, A. (1998). The Combination of the Preoperative Prostate Specific Antigen and Postoperative Pathologic Findings to Predict Prostate Specific Antigen Outcome in Clinically Localized Prostate Cancer. The Journal of Urology, 160, 2096-2101.
  129. Chen, M.-H. and Dey, D.K. (1998). Bayesian Modeling of Correlated Binary Responses via Scale Mixture of Multivariate Normal Link Functions. Sankhya, Series A, 60, 322-343.
  130. Ibrahim, J.G. and Chen, M.-H. (1998). Prior Distributions and Bayesian Computation For Proportional Hazards Models. Sankhya, Series B, 60, 48-64.
  131. Chen, M.-H., Manatunga, A.K., and Williams, C.J. (1998). Heritability Estimates From Human Twin Data by Incorporating Historical Prior Information. Biometrics, 54, 1348-1362.
  132. Chen, M.-H. and Schmeiser, B.W. (1998). Towards Black-Box Sampling: A Random-Direction Interior-Point Markov Chain Approach. Journal of Computational and Graphical Statistics, 7, 1-22.
  133. Chen, M.-H. and Shao, Q.-M. (1998). Monte Carlo Methods on Bayesian Analysis of Constrained Parameter Problems. Biometrika, 85, 73-87.
  134. D'Amico, A.V., Desjardin, A.M., Chen, M.-H., Paik, S., Schultz, D., Renshaw, A., Loughlin, K., and Richie, J.P. (1998). Analyzing Outcome-Based Staging for Clinically Localized Adenocarcinoma of the Prostate. Cancer, 83, 2172-2180.
  135. Jiroutek, M.R., Chen, M.-H., Johnston, C.C., and Longcope, C. (1998). Changes in Reproductive Hormones and SHBG in a Group of Postmenopausal Women Measured Over 10 Years. Menopause: The Journal of the North American Menopause Society, 5, 90-94.
  136. Ibrahim, J.G., Ryan, L.-M., and Chen, M.-H. (1998). Use of Historical Controls to Adjust for Covariates in Trend Tests for Binary Data. Journal of the American Statistical Association, 93, 1282-1293.
  137. Chen, M.-H. and Shao, Q.-M. (1997). On Monte Carlo Methods for Estimating Ratios of Normalizing Constants. Annals of Statistics, 25, 4, 1563-1594.
  138. Chen, M.-H. and Shao, Q.-M. (1997). Estimating Ratios of Normalizing Constants for Densities with Different Dimensions. Statistica Sinica, 7, 607-630.
  139. Dey, D.K., Chen, M.-H., and Chang, H. (1997). Bayesian Approach for the Nonlinear Random Effects Models. Biometrics, 53, 1239-1252.
  140. Ibrahim, J.G. and Chen, M.-H. (1997). Predictive Variable Selection For the Multivariate Linear Model. Biometrics, 53, 465-478.
  141. Chen, M.-H. and Shao, Q.-M. (1997). Performance Study of Marginal Posterior Density Estimation via Kullback-Leibler Divergence. Test, 6, 321-350.
  142. D'Amico, A.V., Chang, H., Holupka, E., Renshaw, A., Desjardin, A., Chen, M.-H., Loughlin, K.R., and Richie, J.P. (1997), Calculated Prostate Cancer Volume: The Optimal Predictor of Actual Cancer Volume and Pathologic Stage. Urology, 49, 385-391.
  143. Chen, M.-H. and Deely, J.J. (1996). Bayesian Analysis for a Constrained Linear Multiple Regression Problem for Predicting the New Crop of Apples. Journal of Agricultural, Biological and Environmental Statistics, 1, 467-489. postscript file
  144. Chen, M.-H., Nandram, B. and Ross, E.W. (1996). Bayesian Prediction of the Shelf-Life of a Military Ration with Sensory Data. Journal of Agricultural, Biological and Environmental Statistics, 1, 377-392.
  145. Nandram, B. and Chen, M.-H. (1996). Accelerating Gibbs Sampler Convergence in the Generalized Linear Models via a Reparameterization. Journal of Statistical Computation and Simulation, 54, 129-144.
  146. Chen, M.-H. and Schmeiser, B.W. (1996). General Hit-and-Run Monte Carlo Sampling for Evaluating Multidimensional Integrals. Operations Research Letters, 19, 161-169.
  147. Yang, Y. and Chen, M.-H. (1995). Bayesian Analysis for Random Coefficient Regression Models Using Noninformative Priors. Journal of Multivariate Analysis, 55, 283-311.
  148. Chen, M.-H. (1994). Importance Weighted Marginal Bayesian Posterior Density Estimation. Journal of the American Statistical Association, 89, 818-824.
  149. Chen, M.-H. and Schmeiser, B.W. (1993). Performance of the Gibbs, Hit-and-Run, and Metropolis Samplers. Journal of Computational and Graphical Statistics, 2, 251-272.
  150. Berger, J.O. and Chen, M.-H. (1993). Predicting Retirement Patterns: Prediction for a Multinomial Distribution with Constrained Parameter Space. The Statistician, 42, 427-444.

 

Last modified: August 23, 2008