😄 Sayani was awarded her doctorate for her thesis research titled ‘Visualization and analysis of probability distributions of large temporal data’
Strap on an explorer’s backback and a skeptics hat and learn how to analyse data.
If you would like to help with numbat conservation take a look at Project Numbat. You can buy numbat souvenirs or make donations to help with numbat conservation.
Meet the Team
economics, machine learning, big, big data, computational statistics
forecasting, time series, tourism modelling
exploratory data analysis, forecasting, statistical computing
statistical graphics, exploratory data analysis, multivariate statistics, data mining
bayesian time series analysis, financial econometrics
simulation-based inference, Bayesian computation
Social science, Hierarchical modelling, Bayesian inference
computational statistics, visualization, time series analysis, forecasting
forecasting, time series, exploratory data analysis
non-representative data, multilevel modelling, causal inference, Bayesian inference
optimisation, operations research, management science, visualisation, machine learning, network science, data analytics
machine learning, computer vision, data visualisation
computational statistics, infectious diseases modelling and epidemiology, data science
bayesian inference, computational statistics, probabilistic forecasting, financial econometrics, time series analysis, long memory time series, count time series
statistical computing, data visualisation, data storytelling, visual explanations
econometrics, bayesian statistics
statistics, applied statistics, mathematical modeling
high-dimensional inference, forecasting, bayesian statistics
statistical computing, time series, forecasting, software design
spatial statistics, bayesian methods, computational statistics
high dimensional visualisation, human computer interaction, data science
applied statistics, mixed models, experimental design, statistical computing
high-dimensional statistics, forecasting, mathematical optimisation
scientific computing, probabilistic programming, data science, machine learning, astrostatistics
computational statistics, statistical graphics, temporal data analysis, machine learning
forecasting, optimisation, machine learning, business analytics
time series, forecasting, data science, applied statistics
anomaly detection, mathematical statistics
statistical graphics, data analytics, information visualisation
statistical graphics, high-dimensional data, machine learning, (particle) physics
statistical graphics, exploratory data analysis, high-dimensional statistics, computation and design
time series, forecasting, machine learning, computational statistics
forecasting, dependence modelling, bayesian methods, energy markets, macroeconomics
data science, machine learning, time series analysis, forecasting
time series, forecasting, anomaly detection, applied statistics
time series, forecasting, data visualisation, applied statistics
exploratory data analysis, statistical modelling, bayesian statistics, software design
time series, data visualisation, software design, data science
NUMBATs is the name for our research group, Non-Uniform Monash Business Analytics Team. We meet regularly to openly exchange and discuss research ideas and activity in an actively supportive and creative environment. People outside the group are welcome to attend, and can sign up to receive notifications about topics for each meeting, or check the calendar on the web site.
Our mission is to advance methodology for making data analysis easier. We develop new techniques for statistical modeling and visualisation, and work hard to make these available to the general public by distributing open source software, mostly using R.
It is also our goal to raise awareness of Australian fauna and flora, particularly many of the beautiful endangered species. For example, in reality, numbats are insectivores, mostly found in Western Australia, and we encourage you to contribute to the conservation efforts by donating or purchasing products from Project Numbat.
Get in touch with the NUMBAT faculty members for projects not listed here.