TrainingsMasterBio-informatiqueCoursesProbabilities and statistics for modelling 1

Master Bio-informatiqueUE Probabilities and statistics for modelling 1

Content

This course is a quick revision of the basics of probability and statistics. The concepts will be taught in relation to concrete biology exemples (genome analysis, complex systems). The following concepts will be taught :

  • Combinatorial analysis
  • Probabilities concepts
  • Discrete distributions (Bernouilli, binomial, geometric, hypergeometric, Poisson)
  • Quick review of the basic continuous laws (normal and Student’s distribution)
  • Estimation and sampling
  • Statistical hypothesis tests

Some biological examples of applications could concern the probability of patterns in genomic sequences, the detection of differentially expressed genes.

Language used

Main language used by this course: Anglais.

Structure and organisation

Lectures will provide a summary of basic concepts, which will be applied in practicals and in personal homework using the R software.

Volume of teachings

  • Lectures: 6 hours
  • Tutorials: 6 hours
  • Pratical works: 6 hours

The trainings which use this course