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Biostatistical methods and techniques

Danish Society for Theoretic Statistics

Biostatistical methods and techniques

Statistical modeling in twin studies and other studies 

  • Analysis of twin data 
  • Generalized linear mixed models
  • Mixture models and local mixture models
  • Multivariate distributions
  • Multivariate statistics

Analysis of time dependent data

  • Longitudinal data analysis
  • Recurrent events data
  • Survival analysis  

Analysis of high-dimensional data

  • Mass spectrometry 
  • Non- og semi-parametric methods 
  • Regularized models 
  • Dimension reduction
  • Supervised learning 
  • Bootstrap methods

Functional data analysis

  • Wavelets
  • Functional linear models 
  • Reproducing Kernel Hilbert spaces
  • Stochastic processes

Direct impact and causation