The Statistics Clinic

Our Areas of Expertise

Our main research areas include:

  • High-dimensional statistical inference
  • Extreme value theory
  • The bootstrap
  • Nonparametric statistics, e.g. asymptotic theory
  • Image analysis
  • Classification, clustering and regression problems
  • Shape-constrained estimation problems
  • Time series analysis
  • Brain computer interface
  • Random matrix theory
  • Applications, including archaeology and oceanography
  • Functional data analysis
  • Changepoint analysis
  • Spatial-temporal statistics

But we are also able to answer general enquiries from (but not limited to) the following areas:

  • Linear models
  • Generalised linear models
  • Experimental design
  • Hypothesis testing
  • Model fitting and selection
  • Monte Carlo methods
  • Biostatistics, including survival analysis
  • Bayesian inference
  • Statistical computing with R
  • Data mining
  • Convex optimisation
  • ...
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