Aarti Gulyani

Senior Biostatistician

College of Nursing and Health Sciences

place Bedford Park
GPO Box 2100, ADELAIDE, SA, 5001

Aarti Gulyani is a Senior Biostatistician at the Caring Futures Institute and the College of Nursing and Health Sciences, Flinders University. With over 15 years of experience as an applied biostatistician, she has worked with South Australian universities, national data registries, and the South Australian Health and Medical Research Institute.

Drawing on her strong background in statistics and extensive experience in health data analysis, Aarti provides high‑level statistical consultancy to researchers, helping them in navigating complex analyses of experimental and observational studies, advising on grant applications – particularly around sample size and power calculations, data analysis methods and assisting with the development of Statistical Analysis Plans. As the Senior Biostatistician, she also provides tailored data analysis services for researchers with limited statistical capacity. Work is currently underway to establish a dedicated Statistical Centre within the College.

Beyond consultancy, Aarti is deeply committed to mentoring and advancing the statistical capability of her peers. Through delivering statistical workshops, offering guidance on study design, advising on appropriate statistical models, helping the interpretation of analyses, and teaching undergraduate students to build their own statistical and research skills, Aarti provides expertise that is invaluable to both colleagues and students.

She is also pursuing her PhD, with research centred on estimating the relative survival of individuals with multiple cancers using population-based data. Her interest lies in advance data programming (STATA) skills, and statistical modelling techniques, including mixed effect models, flexible parametric survival models, mixture cure methods, and machine learning.

Aarti is passionate about fostering collaboration, sharing her expertise, producing impactful publications, and advancing research excellence across university disciplines.

Qualifications
  • Doctor of Philosophy, Flinders University                                                                                                                                                           Enrolled Candidate — Part‑time
  • Masters by Research (Biostatistics), Panjab University                                                                                                                                        Award Date: 31 Jul 2007
  • Master of Science (Statistics), Panjab University                                                                                                                                                 Award Date: 16 Sept 2006
  • Bachelor of Science (Mathematics, Physics & Chemistry), Gurunanak Dev University                                                                                        Award Date: 31 Mar 2004
Key responsibilities
  • Statistical consulting and advisory support.
  • Advanced data analysis and results interpretation.
  • Collaboration on research projects and competitive grant applications.
  • Delivery of statistical workshops on methods and applied practice.
  • Teaching and mentoring in research design and methodology.
Teaching interests

Teaching - Research and Study Skills II (HLTH2107) 

Further information

Research Interests

  • Parametric & Semi-parametric Survival Analysis
  • Causal Inference
  • Mediation Analysis
  • Mixed Effect and Multi-level Models
  • Auto-Regressive modelling
  • Zero-inflated Regression Models
  • PBS/MBS data and big linked data analysis
  • Machine learning
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