Peer-Reviewed Articles
| [86] | Liu, P., Huang, Y., Chan, K. C., and Chen, Y. Q. (2023+)
Semiparametric trend analysis for stratified recurrent gap times under weak comparability constraint.
Statistics in Biosciences, accepted. |
| [85] | Li, Z., Huang, Y., Patil, D. H., Rubin, M., and Sanda, M. G. (2023)
Covariate-specific evaluation of continuous biomarker.
Statistics in Medicine 42, 953–969.[ software available] |
| [84] | Li, Z., Huang, Y., Patil, D. H., and Sanda, M. G. (2023)
Covariate adjustment in continuous biomarker assessment.
Biometrics 79, 39–48.[ software available] |
| [83] | Huang, Y., Parakati, I., Patil, D. H., and Sanda, M. G. (2023)
Interval estimation for operating characteristic of continuous biomarkers with controlled sensitivity or specificity.
Statistica Sinica 33, 193–214.[ software available] |
| [82] | Filson, C. P., Zhu, K., Huang, Y., Zheng, Y., Newcomb, L. F., Williams, S., Brooks, J. D., Carroll, P. R., Dash, A., Ellis, W. J., Gleave, M. E., Liss, M., Martin, F., McKenney, J. K., Morgan, T. M., Wagner, A. A., Sokoll, L. J., Sanda, M. G., Chan, D. W., and Lin, D. W. (2022)
Impact of Prostate Health Index results for prediction of biopsy grade reclassification during active surveillance.
The Journal of Urology 208, 1037–1045. |
| [81] | Huang, Y. and Sanda, M. G. (2022)
Linear biomarker combination for constrained classification.
The Annals of Statistics 50, 2793–2815.[ software available] |
| [80] | Wright, L. K., Zmora, R., Huang, Y., Oster, M. E., McCracken, C., Mahle, W. T., Kochilas, L., and Kalogeropoulos, A. (2022)
Long-term risk of heart failure-related death and heart transplant after congenital heart surgery in childhood (from the Pediatric Cardiac Care Consortium).
The American Journal of Cardiology 167, 111–117. |
| [79] | Soh, J. E. and Huang, Y. (2021)
A varying-coefficient model for gap times between recurrent events.
Lifetime Data Analysis 27, 437–459. |
| [78] | Van Domelen, D. R., Mitchell, E. M., Perkins, N. J., Schisterman, E. F., Manatunga, A. K., Huang, Y., and Lyles, R. H. (2021)
Gamma models for estimating the odds ratio for a skewed biomarker measured in pools and subject to errors.
Biostatistics 22, 250–265. |
| [77] | Alemozaffar, M., Akintayo, A. A., Abiodun-Ojo, O. A., Patil, D., Saeed, F., Huang, Y., Osunkoya, A. O., Goodman, M. M., Sanda, M., and Schuster, D. M. (2020)
[18F]Fluciclovine positron emission tomography/computerized tomography for preoperative staging in patients with intermediate to high-risk primary prostate cancer.
Journal of Urology 204, 734–740. |
| [76] | Dube, W. C., Jacob, J. T., Zheng, Z., Huang, Y., Robichaux, C., Steinberg, J. P., and Fridkin, S. K. (2020)
Comparison of rates of central line{associated bloodstream infections in patients with 1 vs 2 central venous catheters.
JAMA Network Open 3, e200396. |
| [75] | Harati, S., Crowell, A., Huang, Y., Mayberg, H., and Nemati, S. (2020)
Classifying depression severity in recovery from major depressive disorder via dynamic facial features.
IEEE Journal of Biomedical and Health Informatics 24, 815–824. |
| [74] | Soh, J. and Huang, Y. (2019)
Dynamic regression with recurrent events.
Biometrics 75, 1264–1275. |
| [73] | Shah, A. D., Morris, M. A., Hirsh, D. S., Warnock, M., Huang, Y., Mollerus, M., Merchant, F. M., Patel, A. M., Delurgio, D. B., Patel, A. U., Hoskins, M. H., El Chami, M. F., Leon, A. R., Langberg, J. J., and Lloyd, M. S. (2018)
Magnetic resonance imaging safety in nonconditional pacemaker and defibrillator recipients: A meta-analysis and systematic review.
Heart Rhythm 15, 1001–1008. |
| [72] | Van Domelen, D. R., Mitchell, E. M., Perkins, N. J., Schisterman, E. F., Manatunga, A. K., Huang, Y., and Lyles, R. H. (2018)
Logistic regression with a continuous exposure measured in pools and subject to errors.
Statistics in Medicine 37, 4007–4021. |
| [71] | Huang, Y. and Wang, C. Y. (2018)
Cox regression with dependent error in covariates.
Biometrics 74, 118–126.[ software available] |
| [70] | Hussen, S. A., Chakraborty, R., Knezevic, A., Camacho-Gonzalez, A., Huang, E., Stephenson. R., and Del Rio, C. (2017)
Transitioning young adults from paediatric to adult care and the HIV care continuum in Atlanta, Georgia, USA: a retrospective cohort study.
Journal of the International AIDS Society 20, 21848. |
| [69] | Huang, Y. (2017)
Restoration of monotonicity respecting in dynamic regression.
Journal of the American Statistical Association 112, 613–622.[ software available] |
| [68] | Goswami, N. D., Colasanti, J., Khoubian, J. J., Huang, Y., Armstrong, W. S., and Del Rio, C. (2017)
A minority of patients newly diagnosed with AIDS are started on antiretroviral therapy at the time of diagnosis in a large public hospital in the southeastern United States.
Journal of the International Association of Providers of AIDS Care 16, 174–179. |
| [67] | Kutner, N. G., Zhang, R., Huang, Y., Kaysen, G. A., and Park, J. (2016)
Lower C-reactive protein and better hemodialysis survival are associated with regular exercise activity: Longitudinal outcomes from the ACTIVE-ADIPOSE Special Study.
Hemodialysis International 20, 473–483. |
| [66] | Merchant, F. M., Hoskins, M. H., Benser, M. E., Roberts, G., Bastek, A. N., Knezevic, A., Huang, Y., Langberg, J. J., Leon, A. R., and El-Chami, M. F. (2016)
Time course of subsequent shocks following initial ICD discharge: implications for driving restriction in ICD recipients.
JAMA Cardiology 1, 181–188. |
| [65] | Johnson, B. A., Long, Q., Huang, Y., Chansky, K., and Redman, M. (2016)
Model selection and inference for censored lifetime medical expenditures.
Biometrics 72, 731–741. |
| [64] | Sun, X., Peng, L., Huang, Y., and Lai, H.-C. (2016)
Generalizing quantile regression for counting processes with applications to recurrent events.
Journal of the American Statistical Association 111, 145–156 |
| [63] | Zhu, M. and Huang, Y. (2015)
Trend-constrained corrected score for proportional hazards model with covariate measurement error.
Contemporary Clinical Trials Communications 1, 5–16 |
| [62] | Chong, E., Huang, Y., Wu, H., Ghasemzadeh, N., Uppal, K., Quyyumi, A. A., Jones, D. P., and Yu, T. (2015)
Local false discovery rate estimation using feature reliability in LC/MS metabolomics data.
Scientific Reports 5, 17221. |
| [61] | Kutner, N. G., Zhang, R., Huang, Y., Painter, P. (2015)
Gait speed and mortality, hospitalization, and functional status change among hemodialysis patients: A US renal data system special study.
American Journal of Kidney Diseases 66, 297–304 |
| [60] | Bowling, C. B., Zhang, R., Franch, H., Huang, Y., Mirk, A., McClellan, W. M., Johnson II, T. M., and Kutner, N. (2015)
Underreporting of nursing home utilization on the CMS-2728 in older incident dialysis patients and implications for assessing mortality risk.
BMC Nephrology 16, 32. |
| [59] | Chen, J., Hanfelt, J. J., and Huang, Y. (2015)
A simple corrected score for logistic regression with errors-in-covariates.
Communications in Statistics — Theory and Methods 44, 2024–2036. |
| [58] | Kutner, N. G., Zhang, R., Huang, Y., and Wasse, H. (2014)
Falls among hemodialysis patients: Potential opportunities for prevention?
Clinical Kidney Journal 7, 257–263. |
| [57] | Kutner, N. G., Zhang, R., Huang, Y., and Wasse, H. (2014)
Gait speed and hospitalization among ambulatory hemodialysis patients: USRDS special study data.
World Journal of Nephrology 3, 101–106 |
| [56] | Kutner, N. G., Zhang, R., Huang, Y., McClellan, W. M., Quinlyn A., Soltow, Q. A., and Lea, J. (2014)
Risk factors for frailty in a large prevalent cohort of hemodialysis patients.
The American Journal of the Medical Sciences 348, 277–282. |
| [55] | Huang, Y. (2014)
Bootstrap for the case-cohort design.
Biometrika 101, 465–476. |
| [54] | Huang, Y. (2014)
Corrected score with sizable covariate measurement error: Pathology and remedy.
Statistica Sinica 24, 357–374. |
| [53] | Huang, Y. (2013)
Fast censored linear regression.
Scandinavian Journal of Statistics 40, 789–806.[ software available] |
| [52] | Johansen, K. L., Zhang, R., Huang, Y., Patzer, R. E., and Kutner, N. G. (2012)
Association of race and insurance type with delayed assessment for kidney transplantation among patients initiating dialysis in the U.S.
Clinical Journal of the American Society of Nephrology 7, 1490–1497. |
| [51] | Howard, D., Zhang, R., Huang, Y., and Kutner, N. G. (2012)
Hospitalization rates among dialysis patients during Hurricane Katrina.
Prehospital and Disaster Medicine 27, 325–329. |
| [50] | Kutner, N. G., Zhang, R., Huang, Y., and Bliwise, D. L. (2012)
Racial differences in restless legs symptoms and serum ferritin in an incident dialysis patient cohort.
International Urology and Nephrology 44, 1825–1831. |
| [49] | Kutner, N. G., Johansen, K. L., Zhang, R., Huang, Y., and Amaral, S. (2012)
Perspectives on the new kidney disease education benefit: Early awareness, race and kidney transplant access in a USRDS study.
American Journal of Transplantation 12, 1017–1023. |
| [48] | Kutner, N. G., Zhang, R., Huang, Y., and Johansen, K. L. (2012)
Impact of race on predialysis discussions and kidney transplant preemptive wait-listing.
American Journal of Nephrology 35, 305–311. |
| [47] | Sharma, J., Raggi, P., Kutner, N., Bailey, J., Zhang, R., Huang, Y., Herzog, C., and Weber, C. (2012)
Improved long-term survival of dialysis patients after near-total parathyroidectomy.
Journal of the American College of Surgeons 214, 400–408. |
| [46] | Stokes, M. E., Ishak, J., Proskorovsky, I., Black, L. K., and Huang, Y. (2011)
Lifetime economic burden of prostate cancer.
BMC Health Services Research 11, 349. |
| [45] | Kutner, N. G., Zhang, R., Huang, Y., and Wasse, H. (2011)
Patient awareness and initiation of peritoneal dialysis.
Archive of Internal Medicine 171, 119–124. |
| [44] | Kutner, N. G., Zhang, R., Huang, Y., and Johansen, K. L. (2010)
Depressed mood, usual activity level, and continued employment after starting dialysis.
Clinical Journal of the American Society of Nephrology 5, 2040–2045. |
| [43] | Huang, Y. (2010)
Quantile calculus and censored regression.
The Annals of Statistics 38, 1607–1637.[ software available] |
| [42] | Johansen, K. L., Zhang, R., Huang, Y., Chen, S.-C., Blagg, C. R., Goldfarb-Rumyantzev, A. S., Hoy, C. D., Lockridge, R. S., Miller, B. W., Eggers, P., and Kutner, N. G. (2009)
Survival and hospitalization among patients using nocturnal and short daily compared to conventional hemodialysis: a USRDS study.
Kidney International 76, 984–990. |
| [41] | Kutner, N. G., Muntner, P., Huang, Y., Zhang, R., Cohen, A. J., Anderson, A. H., and Eggers, P. W. (2009)
Effects of Hurricane Katrina on the mortality of dialysis patients (with Commentary).
Kidney International 76, 760–766. |
| [40] | Huang, Y. and Peng, L. (2009)
Accelerated recurrence time models.
Scandinavian Journal of Statistics 36, 636–648. |
| [39] | Huang, Y. (2009)
Cost analysis with censored data.
Medical Care 47, S115–S119. |
| [38] | Huang, Y., Zhang, R., Culler, S., and Kutner, N. (2008)
Costs and effectiveness of cardiac rehabilitation for dialysis patients following coronary bypass.
Kidney International 74, 1079–1084. |
| [37] | Peng, L. and Huang, Y. (2008)
Survival analysis with quantile regression models.
Journal of the American Statistical Association 103, 637–649. |
| [36] | Kutner, N., Bowles, T., Zhang, R., Huang, Y., and Pastan, S. (2008)
Dialysis facility characteristics and variation in employment rates: A national study.
Clinical Journal of the American Society of Nephrology 3, 111–116. |
| [35] | Kutner, N. G., Zhang, R., Huang, Y., and Bliwise, D. L. (2008)
Patient-reported sleep difficulty and cognitive function during the first year of dialysis.
International Urology and Nephrology 40, 203–210. |
| [34] | Wang, C. Y., Huang, Y., Chao, E. C., and Jeffcoat, M. K. (2008)
Expected estimating equations for missing data, measurement error, misclassification, with application to longitudinal nonigorably missing data.
Biometrics 64, 85–95. |
| [33] | Wasse, H., Kutner, N. G., Zhang, R., and Huang, Y. (2007)
Association of initial hemodialysis vascular access with patient-reported health status and quality of life.
Clinical Journal of the American Society of Nephrology 2, 708–714. |
| [32] | Kutner, N. G., Zhang, R., Huang, Y., and Bliwise, D. L. (2007)
Association of sleep difficulty with Kidney Disease Quality of Life cognitive function score reported by patients starting dialysis.
Clinical Journal of the American Society of Nephrology 2, 284–289. |
| [31] | Eshleman, S. H., Husnik, M. J., Hudelson, S., Donnell, D., Huang, Y., Huang, W., Hart, S. J., Jackson, B., Coates, T., Chesney, M., and Koblin, B. (2007)
Antiretroviral drug resistance, HIV-1 tropism, and HIV-1 subtype among men who have sex with men with recent HIV-1 infection.
AIDS 21, 1165–1174. |
| [30] | Peng, L. and Huang, Y. (2007)
Survival analysis with temporal covariate effects.
Biometrika 94, 719–733. |
| [29] | Zhao, Y. and Huang, Y. (2007)
Test-based interval estimation under the accelerated failure time model.
Communications in Statistics — Simulation and Computation 36, 593–605. |
| [28] | Huang, Y. and Berry, K. (2006)
Semiparametric estimation of marginal mark distribution.
Biometrika 93, 895–910. |
| [27] | Koblin, B. A., Husnik, M. J., Colfax, G., Huang, Y., Madison, M., Mayer, K., Barresi, P. J., Coates, T. J., Chesney, M. A., and Buchbinder, S. (2006)
Risk factors for HIV infection among men who have sex with men: The EXPLORE study.
AIDS 20, 731–739. |
| [26] | Kutner, N. G., Zhang, R., Huang, Y., and Herzog, C. A. (2006)
Cardiac rehabilitation and survival of dialysis patients following coronary bypass.
Journal of the American Society of Nephrology 17, 1175–1180. |
| [25] | Song, X. and Huang, Y. (2006)
A corrected pseudo-score approach for additive hazards model with longitudinal covariates measured with error.
Lifetime Data Analysis 12, 97–110. |
| [24] | Huang, Y. and Wang, C. Y. (2006)
Errors-in-covariates effect on estimating functions: additivity in limit and nonparametric correction.
Statistica Sinica 16, 861–881. |
| [23] | Song, X. and Huang, Y. (2005)
On corrected score approach for proportional hazards model with covariates measured with error.
Biometrics 61, 702–714. |
| [22] | Colfax, G., Coates, T. J., Husnik, M. J., Huang, Y., Buchbinder, S., Koblin, B. A., Chesney, M. A., Vittinghoff, E., and the EXPLORE study team. (2005)
Longitudinal patterns of methamphetamine, popper (amyl nitrite), and cocaine use and high-risk sexual behavior among a cohort of San Francisco men who have sex with men.
Journal of Urban Health: Bulletin of the New York Academy of Medicine 82, i62–i70. |
| [21] | The EXPLORE Study Team. (2004)
Effects of a behavioural intervention to reduce acquisition of HIV infection among men who have sex with men: The EXPLORE randomized controlled Study.
Lancet 364, 41–50. |
| [20] | Colfax, G., Vittinghoff, E., Husnik, M. J.,McKirnan, D., Buchbinder, S., Koblin, B. A., Celum, C. L., Chesney, M. A., Huang, Y., Mayer, K., Bozeman, S., Judson, F. N., Bryant, K. J., Coates, T. J., and the EXPLORE study team. (2004)
Substance use and sexual risk: a participant- and episode-level analysis among a cohort of men who have sex with men.
American Journal of Epidemiology 159, 1002–1012. |
| [19] | Chen, Y. Q., Wang, M.-C., and Huang, Y. (2004)
Semiparametric regression analysis on longitudinal pattern of recurrent gap times.
Biostatistics 5, 277–290. |
| [18] | Huang, Y. and Wang, M.-C. (2003)
Frequency of recurrent events at failure time: modeling and inference.
Journal of the American Statistical Association 98, 663–670. |
| [17] | Huang, Y. and Chen, Y. Q. (2003)
Marginal regression of gaps between recurrent events.
Lifetime Data Analysis 9, 293–303. |
| [16] | Wang, C. Y. and Huang, Y. (2003)
Error in timing in regression with observed longitudinal measurements.
Statistics in Medicine 22, 2577–2590. |
| [15] | Chesney, M. A., Koblin, B. A., Barresi, P. J., Husnik, M. J., Celum, C. L., Colfax, G., Mayer, K., McKirnan, D., Judson, F. N., Huang, Y., Coates, T. J., and the EXPLORE study team (2003)
An individually tailored intervention for HIV prevention: Baseline data from the EXPLORE study.
American Journal of Public Health 93, 933–938. |
| [14] | Koblin, B. A., Chesney, M. A., Husnik, M. J., Bozeman, S., Celum, C. L., Buchbinder, S., Mayer, K., McKirnan, D., Judson, F. N., Huang, Y., Coates, T. J., and the EXPLORE study team (2003)
High-risk behaviors among men who have sex with men in 6 US cities: Baseline data from the EXPLORE study.
American Journal of Public Health 93, 926–932. |
| [13] | Huang, Y. and Lovato, L. (2002)
Tests for lifetime utility or cost via calibrating survival time.
Statistica Sinica 12, 707–723. |
| [12] | Huang, Y. (2002)
Calibration regression of censored lifetime medical cost.
Journal of the American Statistical Association 97, 318–327. correction, 97, 661. |
| [11] | Huang, Y. (2002)
Censored regression with the multistate accelerated sojourn times model.
Journal of the Royal Statistical Society Ser. B 64, 17–29. |
| [10] | Huang, Y. and Wang, C. Y. (2001)
Consistent functional methods for logistic regression with errors in covariates.
Journal of the American Statistical Association 96, 1469–1482. |
| [9] | Wang, C. Y., Huang, Y., and Chen J.-C. (2001)
Review and numerical evaluation of some practical methods for logistic regression with measurement errors.
Journal of the Chinese Statistical Association 39, 125–138. |
| [8] | Wang, C. Y. and Huang, Y. (2001)
Functional methods for logistic regression on random-effect-coefficient-covariates for longitudinal measurements.
Statistics and Probability Letters 53, 347–356. |
| [7] | Huang, Y. and Wang, C. Y. (2000)
Cox regression with accurate covariates unascertainable: a nonparametric-correction approach.
Journal of the American Statistical Association 95, 1209–1219. correction, 98, 779. |
| [6] | Huang, Y. (2000)
Two-sample multistate accelerated sojourn times model.
Journal of the American Statistical Association 95, 619–627. |
| [5] | Malhotra, U., Berrey, M. M., Huang, Y., Markee, J., Brown, D. J., Ap, S., Musey, L., Schacker, T., Corey, L., and McElrath, M. J. (2000)
Effect of combination antiretroviral therapy on T cell immunity in acute human immunodeficiency virus type 1 infection.
Journal of Infectious Diseases 181, 121–131. |
| [4] | Williams, M., Yang, S., and Huang, Y. (2000)
Further studies on the scale estimation in the censored two sample accelerated life model.
Communications in Statistics — Simulation and Computation 29, 219–237. |
| [3] | Huang, Y. (1999)
The two-sample problem with induced dependent censorship.
Biometrics 55, 1108–1113. |
| [2] | Huang, Y. and Louis, T. A. (1999)
Expressing estimators of expected quality adjusted survival as functions of Nelson–Aalen estimators.
Lifetime Data Analysis 5, 199–212. |
| [1] | Huang, Y. and Louis, T. A. (1998)
Nonparametric estimation of the joint distribution of survival time and mark variables.
Biometrika 85, 785–798. |
Book Chapter
| [1] | Huang, Y. (2008)
Analysis of outcomes subject to induced dependent censoring: A marked point process perspective.
In Statistical Advances in Biomedical Sciences: Clinical Trials, Epidemiology, Survival Analysis, and Bioinformatics, eds. Biswas, A., Datta, S., Fine, J., and Segal, M., 209–220, John Wiley & Sons: New York. |
Technical Report
| [1] | Huang, Y. and Wang, C. Y. (1999)
Nonparametric correction to errors in covariates.
Technical report, Fred Hutchinson Cancer Research Center, Seattle. [pdf, 112 KB] |