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Department of

Environmental Health

Photo of Roman Jandarov

Roman Jandarov

Education/Credentials
  • Ph.D.: Pennsylvania State University
  • Specialist: Lomonosov Moscow State University

Research/Clinical Interests

Biostatistics. Spatial Statistics. Dimension reduction. Air pollution epidemiology. Health effects of chemical mixtures. Infectious disease dynamics. Statistical computing and Bayesian inference. Biostatistical consulting: study planning and design, power calculations, and statistical modeling and analysis.

Contact Information

Peer Reviewed Publications

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Brokamp, Cole; Jandarov, Roman; Hossain, Monir; Ryan, Patrick 2018. Predicting Daily Urban Fine Particulate Matter Concentrations Using a Random Forest Model. Environmental science & technology, 52 7, 4173-4179

Merianos, Ashley L; Jandarov, Roman A; Khoury, Jane C; Mahabee-Gittens, E Melinda 2018. Tobacco Smoke Exposure Association With Lipid Profiles and Adiposity Among U.S. Adolescents. The Journal of adolescent health : official publication of the Society for Adolescent Medicine, 62 4, 463-470

Merianos, Ashley L; Jandarov, Roman A; Mahabee-Gittens, E Melinda 2018. Association of secondhand smoke exposure with asthma symptoms, medication use, and healthcare utilization among asthmatic adolescents. The Journal of asthma : official journal of the Association for the Care of Asthma, , 1-11

Sopirala, Madhuri M; Syed, Asma; Jandarov, Roman; Lewis, Margaret 2018. Impact of a change in surveillance definition on performance assessment of a catheter-associated urinary tract infection prevention program at a tertiary care medical center. American journal of infection control, ,

Brokamp, Cole; Jandarov, Roman; Rao, M B; LeMasters, Grace; Ryan, Patrick 2017. Exposure assessment models for elemental components of particulate matter in an urban environment: A comparison of regression and random forest approaches. Atmospheric environment (Oxford, England : 1994), 151 , 1-11

Cox, Jennie; Indugula, Reshmi; Vesper, Stephen; Zhu, Zheng; Jandarov, Roman; Reponen, Tiina 2017. Comparison of indoor air sampling and dust collection methods for fungal exposure assessment using quantitative PCR. Environmental science. Processes & impacts, 19 10, 1312-1319

Jandarov, Roman A; Sheppard, Lianne A; Sampson, Paul D; Szpiro, Adam A 2017. A novel principal component analysis for spatially misaligned multivariate air pollution data. Journal of the Royal Statistical Society. Series C, Applied statistics, 66 1, 3-28

Merianos, Ashley L; Jandarov, Roman A; Mahabee-Gittens, E Melinda 2017. Secondhand Smoke Exposure and Pediatric Healthcare Visits and Hospitalizations. American journal of preventive medicine, 53 4, 441-448

Penno, Katie; Jandarov, Roman A; Sopirala, Madhuri M 2017. Effect of automated ultraviolet C-emitting device on decontamination of hospital rooms with and without real-time observation of terminal room disinfection. American journal of infection control, 45 11, 1208-1213

Vangipuram, Ramya; Vaidya, Toral; Jandarov, Roman; Alikhan, Ali 2016. Factors Contributing to Depression and Chronic Pain in Patients with Hidradenitis Suppurativa: Results from a Single-Center Retrospective Review. Dermatology (Basel, Switzerland), 232 6, 692-695

Jandarov, R., Haran, M., Bjornstad, O. and Grenfell, B. 2014. Emulating a gravity model to infer the spatiotemporal dynamics of an infectious disease Journal of the Royal Statistical Society: Series C, 63 3, 23-444

Jandarov, R., Haran, M. and Ferrari, M. 2012. A compartmental model for meningitis: separating transmission from climate effects on disease incidence Journal of Agricultural, Biological and Environmental Statistics, 17 3, 395-416