MANUSCRIPTS (to be submitted soon. Software package is posted) |
| 20 |
Huang Y., Dong X., Raim A., Baro E., Bandeen-Roche K., Wang C. (2014). Latent Propensity Score for Average Causal Effect Estimation Allowing Covariate Measurement Error: A Finite Mixture Framework.(target statistical methodology journals) [PDF]
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| 21 |
Statistical software: Raim AS, Dong XS, and Huang Y. (2014). A priliminary R package for calculating average causal effect using likelihood based approach allowing covariate measurement error is posted here: EstACEwErrorinX_1.0.tar.gz with package documentation for subroutines and demo example, EstACEwErrorinX.pdf. A polished and updated version will be posted ASAP this winter.
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| 22 |
Huang Y., Baro E., and Song, G.. (2014). Marginal Meta Analysis for Safety Evaluation of Treatment in Clinical Trials 每 a lessen from Avandia study. (target Journal: Statistics In Medicine ) [PDF]
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| 23 |
Zhai S., Mathew T., and Huang Y. (2014), Tolerance Limits for the Comparison of Dissolution Profiles. (target Journal -> Biometrics ) [PDF] |
PEER-REVIEWED PUBLICATIONS |
| 1. |
Huang Y., Hauck FR, Signore C., YuS A, Raju T., Huang T., and Fein SB. Influence of Bedsharing Activity on Breastfeeding Duration among US Mothers. JAMA (Journal of American Medical Association) Pediatrics, 2013;167(11):1038-1044.[PDF]
MEDIA ACTIVITY - Press release: joint press release by UVA and UMBC, in Sep, 2013. This paper attracted some public attention. Media and news coverage are available in TIME, U.S. News and World report, Los Angeles Times, and etc, as what was mentioned by Dr. Frederick Rivara, editor of JAMA Pediatrics in a congratulation letter. |
| 2. |
Wang L., Wu F., Zhao L., Zhang H., Shen X., Huang Y., Lao L. Patterns of Traditional Chinese Medicine Diagnosis in Thermal Laser Acupuncture Treatment of Knee Osteoarthritis, Evidence-Based Complementary and Alternative Medicine, Vol. 2013 (2013), Article ID 870305 [PDF] |
| 3. |
Huang Y., Labiner-Wolfe J., HuangS H., Choiniere C., and Fein SB. Association of Health Profession and Direct-To-Consumer Marketing with Infant Formula Choice and Switching. Birth, Vol. 40, Issue 1, 24- 31, March, 2013 [PDF] |
| 4. |
MengS XZ, Wu F., Wei PW, Xiu LJ, Shi J., Pang B., Sun DZ, Qin ZF, Huang Y., and Lao LX. A Chinese Herbal Formula to Improve General Psychological Status in Post-Traumatic Stress Disorder: A randomized placebo-controlled trial on Sichuan earthquake survivors. Evidence-Based Complementary and Alternative Medicine, Vol. 2012 (2012), Article ID 691258. [PDF] |
| 5. |
Lao L., Huang Y., FengS C., Berman B., Tan M. Evaluating Traditional Chinese Medicine using Modern Clinical Trial Design and Statistical Methodology: Application to a Randomized Controlled Acupuncture Trial. Statistics in Medicine, 2012, Vol. 31, Iss.7: 619-627. [PDF] |
| 6. |
Chu H., Nie L., Chen Y., Huang Y., and Sun W. Bivariate Random Effects Models for Meta-Analysis of Comparative Studies with Binary Outcomes: Methods for the Absolute Risk Difference and Relative Risk. Statistical Methods for Medical Research, 2012,Vol. 21, No. 6, 621 每 633. [PDF] |
| 7. |
Tucker A., Johnson K., Huang Y., & Brewer T. Examining the Medicare Resource Use of Dually Eligible Medicaid Recipients. 2010, Baltimore, MD: The Hilltop Institute, UMBC (Report for Maryland State, Department of Health and Mental Hygiene).120 pages report is available for download after Hilltop press release. [PDF] |
| 8. |
Bandeen-Roche K, Walston JD, Huang Y., Semba R, and Ferrucci L. Measuring Systemic Inflammatory Regulation in Older Adults: Evidence and Utility. Rejuvenation Research, 2009, 12(6): 403-10. [PDF] |
| 9. |
Leng SX, Xue QL, Tan J, Huang Y., Yeh SH, and Fried LP. Associations of Neutrophil and Monocyte Counts with Frailty In community-dwelling Disabled Older Women: Results from the Women＊s Health and Aging Studies I. Experimental Gerontology, 2009, Vol. 44, Iss.8: 511每516 [PDF] |
| 10. |
Leng SX, Huang Y., Fried LP. Frailty and Molecular Inflammation in Older Adults. Long-Term Care Interface, 2007, 8: 25-28. [PDF] |
| 11 |
Huang, Y., Dominici, F, and Bell, ML (2005). Bayesian Hierarchical Distributed Lag Models for Summer Ozone Exposure and Cardio-respiratory Mortality - Environmetrics, July, Issue 5, Vol 16: 547-562. [PDF]
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| 12 |
Rosenberg, PS, Huang, Y., and Alter, BP (2004). Individualized Risks of First Adverse Events in Patients with Fanconi Anemia - Blood, Journal of the American Society of Hematology, 15 July, Vol 104, No. 2: 350-355. [PDF] |
| 13 |
Leng, SX, Xue, QL, Huang, Y., Semba, R, Chaves, P, Bandeen-Roche, K, Fried, LP. and Walston, JD. (2005). Total and Differential White Blood Cell Counts and Their Associations with Circulating Interleukin-6 Levels in Community-dwelling Older Women - Journal of Gerontology: Medical Sciences, Vol 60A, No.2: 195-199. [PDF] |
| 14 |
Leng, SX, Xue, QL, Huang, Y., Bandeen-Roche, K, Ferrucci, L, Fried, LP. and Walston, JD. (2005). Baseline Total and Specific Differential White Blood Cell Counts and 5-year All-Cause Mortality in Community-dwelling Older Women. Experimental Gerontology. [PDF] |
| 15 |
Haisfield-Wolfe, ME, Schoenberg, M, Welch, J., and Huang, Y. (2004). Improving The Quality of Continence for Bladder Cancer Patients Recover- ing After A Cystectomy With Neobladder Reconstruction - Oncology Nursing Forum, Vol 31, No. 2: 412. |
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PROCEEDING & ABSTRACT |
| 16 |
Huang Y,Hauck FR, Signore C., YuS A., Raju, T., Huang T., and Fein SB. ※Bedsharing and Breastfeeding Duration among US Mothers§, published abstract in proceeding and poster, at American Public Health Association annual meeting, Washington, DC, Nov. 2011 [PDF] |
| 17 |
Fein SB, Huang Y., Choiniere C., and Labiner-Wolfe J. ※Association Between Infant Formula Advertising and Reasons for Mother＊s Formula§, Annual Marketing & Public Policy Conference Proceedings, Washington, DC, May 2009 [PDF] |
| 18 |
Fein SB, Huang Y., Choiniere C., and Labiner-Wolfe J. ※Effects of Direct-To-Consumer Marketing of Infant Formula on Formula Choice and Loyalty§, published abstract in proceedingand talk,at American Public Health Association annual meeting, Philadelphia, PA, Nov. 2009 [PDF] |
Non-Peer-Reviewed Work |
| 19 |
Huang Y. (2007). Statistical Methods for the Determination of Average Associational and Causal Effects. (Ph.D. thesis, published by ProQuest Information and Learning, UMI Dissertation Publishing) |
ARTICLES for Peer-Reviewed Journals 每 In preparation |
| 24 |
Yu B., Yan J., and Huang Y. (2014), Estimating relative risks for longitudinal binary response data. |
| 25 |
Huang Y., DongS X., RaimS A., Bandeen-Roche K., and Wang C. (2014). Reducing Bias in Average Causal Effect Estimation using Latent Propensity Score for Postmarking Safety Evaluation of Breast Pump Usage |
| 26 |
Tucker A., Huang Y., and Johnson K.(2014). Examining Cross-Payer Effects of Medicaid LTSS on Medicare Resource Use |
| 27 |
BaroS E., Huang Y., Song G., and Liu L. (2014). Postmarketing Safety Evaluation on HIV Treatments by Combining Multiple Randomized Trials |
| 28 |
Huang Y., Li R., HuangS H., Fein SB., et al (2015). Does Breastfeeding Protect Against Childhood Obesity at Infancy |
| 29 |
BaroS E., Huang Y., Roy A. et al (2015). Bayesian Latent Propensity Score for Average Causal Effect Estimation Allowing Covariate Measurement Error. |
| 30s |
Multiple manuscripts resulting from my current gerontology project (approximately 6 papers for the Male Hip contract and 1 paper for Hip 3 study) are working in progress, aims for submission in spring 2015. |
| CONFERENCE TALKS (Selected) |
| . |
※Bayesian Average Causal Effect Estimation using Latent Propensity Score Allowing Covariate Measurement Error§, invited talk, 2014 Joint Statistical Meetings (JSM), Boston, MA. Aug, 2014. |
| . |
※Cross-Payer Effects of Medicaid LTSS on Medicare Resource Use using Propensity Score Risk Profiling§, invited talk, 2014 Joint Statistical Conference of International Chinese Statistical Association (ICSA) & Korean International Statistical Society (KISS), Portland, Jun. 2014 |
| . |
※Cross-Payer Effects of Medicaid LTSS on Medicare Resource Use using Propensity Score Risk Profiling§, invited talk, in 66th Annual Scientific Meeting of the Gerontological Society of America, New Orleans, Louisiana, Nov. 2013 |
| . |
※Reducing Bias in Postmarking Safety Evaluation using Latent Propensity Score Allowing Covariate Measurement Error§
- Invited talk, in 2013 Joint Statistical Conference of International Chinese Statistical Association (ICSA) & International Society for Biopharmaceutical Statistics (ISBS), Bethesda, Jun. 2013.
- Invited talk, in 2013 FDA-Industry Statistics Workshop, Bethesda, Sep. 2013
- Contributed talk, in 2013 JSM.
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| . |
※Marginal Meta Analysis for Postmarketing Safety Study with Binary Outcomes§, Invited talk, Elande Baro (my PhD student), in 2013 Joint Statistical Conference of International Chinese Statistical Association (ICSA) & International Society for Biopharmaceutical Statistics (ISBS), Bethesda, Jun. 2013 |
| . |
※Latent Propensity Score framework for Average Causal Effect Estimation Allowing Covariate Measurement Error in large observational studies§, invited talk, in ENAR conference (Washington D.C., Apr. 2012) |
| . |
※Collapsibility Issues in Estimating Average Causal Effects on Binary Outcomes§, invited talk, First Joint Biostatistics Symposium, an international conference hosted at People's University of China, Beijing, China (July, 2010) |
| . |
"Average Causal Effects (ACE) Estimation Allowing Covariate Measurement Error: A Finite Mixture Modeling Framework§, poster with award -※Best Methodological Development§- at the Poster Competition of Biostatstitics, under 2007 Delta Omega Poster Competition at Johns Hopkins University, Delta Omega Public Health Honor Society (Baltimore, MD, Mar. 2007) |
| SEMINARS & COLLOQUIUM TALKS (selected) |
| . |
"Latent Propensity Score Approach for Average Causal Effect Estimation Allowing Covariate Measurement Error§. Colloquium talk,
- Dept. of Biostatistics, Bioinformatics & Biomathematics, Georgetown University 09/2014
- Dept. of Math and Stat, UMBC, 04/2014
|
| . |
※Post-marketing Safety Evaluation using Newly Developed Average Causal Effect Estimation Method Allowing Covariate Measurement Error§, invited seminar, at CDER, FDA. (Jul. 14, 2011) |
| . |
※Latent Propensity Score Approach for Average Causal Effect Estimation Allowing Covariate Measurement Error for Pharmaco-epidemiologic Research§, invited seminar, at Dept. of Pharmaceutical Health Services Research and Center for Drug Safety, School of Pharmacy, UMB. (Feb. 2011) |
| . |
※Estimating Average Causal Effects on Binary Outcomes: Collapsibility Issue in Propensity Score Subclassification§, invited division seminar, at Division of Epidemiology, Statistics, and Prevention Research of NICHD, NIH. (July, 2010) |
| . |
※Average Causal Effects on Binary Outcomes using Propensity Scores: Measures and Selection, Collapsibility, and Estimation§, invited seminar, at Dept. of Statistics, George Mason University. (May. 2009) |
| . |
※Ozone Effect on Mortality 每 a multi-site time series study§, invited seminar and two month visits, at Chinese Academy of Sciences and Peking University, Beijing, P. R. China. (Jan., Jun. and Jul., 2009) |
| . |
※Causal Inference in Aging Research using Propensity Score Subclassification§, invited seminar, at Department of Epidemiology and Preventive Medicine, School of Medicine, University of Maryland. (June, 2007) |
| . |
※Finite Mixture Framework for Average Causal Effects Estimation Allowing Covariate Measurement Error§, invited seminars, at
- UMBC, Department of Mathematics and Statistics. (Apr. 2007)
- Johns Hopkins University, Department of Biostatistics, Survival, Longitudinal and Multivariate Data Working Group (SLAM). (May, 2007)
|
| . |
※Average Causal Effects on Binary Outcomes: Measures, Selection, Collapsibility, and Estimation by Propensity Score Subclassification§, invited seminars, at
- University of Pennsylvania, Department of Biostatistics and Epidemiology and Center for Clinical Epidemiology and Biostatistics (CCEB). (Feb. 2006)
- University of Maryland, Baltimore County, Department of Mathematics and Statistics. (Mar. 2006)
- National Heart, Lung, and Blood Institution (NHLBI, NIH), the Office of Biostatistics Research (OBR). (Apr. 2006)
|
| . |
※Selection of Average Causal Effects Measures for Binary Outcomes Using Propensity Score Subclassification§, invited seminar, at The Peter Lamy Center for Drug Therapy and Aging, School of Pharmacy, University of Maryland. (Mar. 2006) |
Old TALKS (Slides are available here)
|
| . |
Average Causal Effect on Binary Outcomes: Measures and Selection, Collapsibility, Estimation by Propensity Score Subclassification.
Huang, Y, Bandeen-Roche, K, and Frangakis, CE.
Invited Talk in Prevention Science & Methodology Group ( Febuary, 2006) |
| . |
Analysis of Multiple Discrete Surrogates - Methods Review, especially Latent Class Regression
Huang, Y. [PDF], Egleston, B. [PDF]
Talk in Survival, Longitudinal and Multivariate Data Working Group.
(Johns Hopkins Bloomberg School of Public Health, MD, January, 2006) |
| . |
Different Measures of Average Treatment Effect on Binary Outcome, Estimated by Propensity Scoring
Huang, Y, Bandeen-Roche, K, and Frangakis, CE. [PDF]
Contributed talk in 2005 ENAR conference (Auston, TX). |
| . |
Average Causal Effect (ACE) on Binary Outcomes: Measures, Collapsibility, Estimation by Propensity Score Subclassification.
Huang, Y, Bandeen-Roche, K, and Frangakis, CE. [PDF]
Poster in 2005 departmental retreat. (Hershey, Penn, April, 2005) |
| . |
Breathing the bad air or not Ozone effect on Mortality - a multi-site time-series study.
Huang, Y, Dominici, F, and McDermott, A. [PDF]
Poster in 2003 departmental retreat. (Ocean city, MD, June, 2003) |
| . |
Summer ozone and mortality in 20 U.S. cities.
Huang, Y, Dominici, F, and Bell, ML. [PDF]
Contributed talk in 2002 ENAR conference (Virginia) |
| . |
Academic presentations in fields related to: causal inference, multivariate analysis, hierarchical model, GLM, multiple comparison, and etc, in Biostatistics Department of JHSPH, and Center on Aging and Health, Johns Hopkins University (2001 - now). |
| . |
Selection of Average Causal Effects measures for Binary Outcomes using Propensity Score Subclassification.
Huang, Y, Bandeen-Roche, K, and Frangakis, CE. [PDF]
Submitted Abstract: Contributed talk in 2006 ENAR conference (Tampa, FL, March, 2006). |
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