B. Aletta Nonyane, PhD, MSc, applies statistical design and analysis methods to investigate the effect of interventions for improving access to HIV and TB healthcare services.
International Health; Multilevel data; High Dimensional data; Bayesian methods; HIV and TB research; Maternal and Child Health
Experiences & Accomplishments
University of Edinburgh
University of KwaZulu-Natal
University of KwaZulu-Natal
I am a statistician with expertise in analysis of clustered and longitudinal data, as well as analysis of high-dimensional (small n, large predictor sets) data. My current research involves designing and analyzing cluster-randomized trials, evaluating new diagnostic tests, national health systems evaluations and collaborating with scientists in the Johns Hopkins Medical Institutions on the design and analysis of clinical studies. The research areas I work in include TB case finding and TB diagnostic techniques, analysis of HIV/AIDS outcomes and improving linkage to TB and HIV healthcare services. The countries in which I have done or continue to do collaborative work include India, Bangladesh, Nepal, Ethiopia, South Africa, Malawi, Brazil, and Peru.
- Nonyane BAS, Chimbalanga E. Efforts to alter the trajectory of neonatal mortality in Malawi: evaluating relative effects of access to maternal care services and birth history risk factors. Journal of Global Health, In Press 2018
- Dean LT, Nonyane BAS, Ugoji C, Visvanathan K, Jacobson LP, Lau B. Economic Burden Among Gay, Bisexual, and Other Men Who Have Sex With Men Living With HIV or Living Without HIV in the Multicenter AIDS Cohort Study. J Acquir Immune Defic Syndr. 2020 1;85(4):436-443. PMID:33136741; PMCID: PMC7592888.
- Lydia Nakiyingi, Bareng A.S. Nonyane, Willy Sengooba, Bruce Kirenga, Damalie Nakanjako, Gloria Lubega, Moses L. Joloba, Jerry Ellner, Susan Dorman, Harriet Mayanja-Kizza, Yukari C. Manabe (2015) Predictors for MTB culture-positivity among HIV-infected smear-negative presumptive tuberculosis patients in Uganda: application of new tuberculosis diagnostic technology. PlosOne 10 (7) PMID: 26222142 PMCID: PMC4519276
- Nonyane BAS, Nicol MP, Andreas NJ, Rimmele S, Schneiderhan-Marra N, Workman LJ, Perkins MD, Joos T, Broger T, Ellner JJ, Alland D, Kampmann B, Dorman SE, Zar HJ. Serologic Responses in Childhood Pulmonary Tuberculosis. Pediatric Infectious Disease Journal 2018; 37(1):1-9; PMID: 28719497.
- Nonyane B. A. S. and Whittaker J.C. (2010) A variance components factor model for genetic association studies: A Bayesian analysis. Genet. Epidemiology 34: 529–536, 2010
Adult Global Estimation of Disease Burden and Distribution (AGEDD) of serotypes of Serious Pneumococcal and Meningicoccal disease
Aetiology of Neonatal Infections in South Asia
PEPFAR - PMTCT