Atefeh Zamani

Dr. Atefeh Zamani is a Lecturer at the School of Mathematics and Statistics, University of New South Wales (UNSW), Sydney. She holds a Master of Data Science from the University of Melbourne (2023) and a Ph.D. in Mathematical Statistics from Shiraz University, Iran (2011). Her academic career spans institutions across Australia and Iran, with research contributions in time series and functional data analysis.

• Education:
  • Ph.D., Mathematical Statistics (Probability Theory), Shiraz University (2011)
  • M.Sc., Mathematical Statistics, Shiraz University (2005)
  • B.Sc., Mathematical Statistics, Shiraz University (2003)
  • Master of Data Science, University of Melbourne (2023)

Her research interests include:

• Time Series Analysis
• Functional Data Analysis
• Statistical Inference for complex processes
• Data Science applications in health and environmental studies

The articles highlight her expertise in:

• Functional autoregressive models and their seasonal extensions
• Integer-valued time series and their innovations
• Portmanteau tests for model diagnostics
• Covariance operator convergence in periodic processes
• Machine learning applications for health risk prediction
• Stress-strength reliability analysis

Teaching includes courses like MATH5845 Time Series, MATH5855 Multivariate Analysis, and ZZSC5806 Regression Analysis for Data Scientists. She supervises Master’s projects in time series and data science, including outlier detection and Bayesian spectral analysis.

Contact:

• Email: atefeh.zamani@unsw.edu.au
• Location: Room 2071, Anita B. Lawrence Centre, UNSW Sydney