Hai Liu

Profile Picture of Hai Liu
Assistant Professor of Biostatistics
Indiana University System


  • Peking University, Beijing, China, B.S. (Statistics), 2004
  • University of Iowa, US, Ph.D. (Statistics), 2009

Research Interests

Semiparametric Regression   Psychiatric Studies   Longitudinal Data Analysis  

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Contact Information

  (317) 274-2580

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List of Publications (12)
In 2013

Liu, H., Gao, S., Hall, K. S., Unverzagt, F. W., Lane, K. A, Callahan, C. M. and Hendrie, H. C. (2013) Optimal Blood Pressure for Cognitive Function: Findings from an Elderly African-American Cohort Study. Journal of the American Geriatrics Society, 61(6), 875-881. : 10.1111/jgs.12259

Found on Publication Text

Nyandiko, W., Vreeman, R., Liu, H., Shangani, S., Sang, E., Ayaya, S. and Brainsten, P. (2013) Non-Adherence to Clinic Appointments among Children in an Ambulatory Care Program in Western Kenya. JAIDS, 63(2), E49-E55. : 10.1097/QAI.0b013e31828e1e2c

Found on Publication Text

Ayuo, P., Musick, B., Liu, H., Braitstein, P., Nyandiko, W. M., Otieno-Nyunya, B., Gardner, A. and Wools-Kaloustian, K. (2013) Frequency and Factors Associated with Adherence to and Completion of Combination Antiretroviral Therapy (cART) for Prevention of Mother to Child Transmission (PMTCT) in Western Kenya. Journal of the International AIDS Society, 16:17994.

Found on Publication Text
In 2012

Liu, H. and Tu, W. (2012) A Semiparametric Regression Model for Paired Longitudinal Outcomes with Application in Childhood Blood Pressure Development. Annals of Applied Statistics, 6(4), 1861-1882. : 10.1214/12-AOAS567

Found on Publication Text

Liu, H., Ma, S., Kronmal, R. and Chan, K.S. (2012) Semiparametric Zero-Inflated Modeling in Multi-Ethnic Study of Atherosclerosis (MESA). Annals of Applied Statistics, 6(3) 1236-1255. : 10.1214/11-AOAS534

Found on Publication Text

Fitzgerald, G. J., Liu, H. and Morzorati, S. L. (2012) Decreased Sensitivity of NMDA Receptors on Dopaminergic Neurons from the Posterior Ventral Tegmental Area Following Chronic Nondependent Alcohol Consumption. Alcoholism: Clinical and Experimental Research, 36(10), 1710-1719. : 10.1111/j.1530-0277.2012.01762.x

Found on Publication Text

Bell, A.J., Wools-Kaloustian, K., Kimaiyo, S., Liu, H., Katschke, A., Shen, C., Simiyu, G., Musick, B.S., Sidle, J., Siika, A. and Braitstein, P. (2012) Short-Term Rationing of Combination Antiretroviral Therapy (cART): Impact on Morbidity, Mortality, and Loss to Follow-Up in A Large HIV Treatment Program in Western Kenya. AIDS Research and Treatment, 2012, 814564

Found on Publication Text
In 2011

Liu, H. and Chan, K.S. (2011) Generalized Additive Models for Zero-Inflated Data with Partial Constraints. Scandinavian Journal of Statistic, 38(4) 650-665. : 10.1111/j.1467-9469.2011.00748.x

Found on Publication Text

Liu, H., Ciannelli, L., Decker, M. B., Ladd, C. and Chan, K.S. (2011) Nonparametric Threshold Model of Zero-Inflated Spatio-Temporal Data with Application to Shifts in Jellyfish Distribution. Journal of Agricultural, Biological, and Environmental Statistics, 16(2), 185-201. : 10.1007/s13253-010-0044-4

Found on Publication Text

Nurnberger, J., McInnis, M., Reich, W., Kastelic, E., Wilcox, H., Glowinski, A., Mitchell, P., Fisher, C., Erpe, M., Gershon, E., Berrettini, W., Laite, G., Schweitzer, R., Rhoadarmer, K., Coleman, V., Cai, X., Azzouz, F., Liu, H., Kamali, M., Brucksch, C. and Monahan, P. (2011) A High-Risk Study of Bipolar Disorder: Childhood Clinical Phenotypes as Precursors of Major Mood Disorders, Archives of General Psychiatry, 68(10), 1012-1020.

Found on Publication Text
In 2010

Liu, H. and Chan, K.S. (2010) Introducing COZIGAM: An R Package for Unconstrained and Constrained Zero-Inflated Generalized Additive Model Analysis. Journal of Statistical Software, 35(11), 1-26. URL: http://www.jstatsoft.org/v35/i11/

Found on Publication Text

Schilling, K. E., Chan, K.S., Liu, H. and Zhang, Y.K. (2010) Quantifying the Effect of Land Cover Land Use Change on Increasing Discharge in the Upper Mississippi River. Journal of Hydrology, 387(3-4), 343-345.

Found on Publication Text
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