Statistics and Big Data Analysis

Applications to biology, medicine, and the oil and gas industry.

Research topics

  • Statistics
  • Causal inference
  • Bayesian methods
  • Biostatistics
  • Big data analytics
  • Empirical likelihood
  • Extreme-value analysis
  • Infectious disease modeling
  • lifetime data analysis
  • Methods for high-dimensional data
  • Pseudo and composite likelihood methods
  • Semiparametric and nonparametric models
  • Statistical learning and data mining
  • Survival analysis

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