Bayesian approach to inverse problems

Author:        Pierre Gauthier

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  • Bayesian approach to inverse problems
  • Different perspectives...
  • Diapositive PPT
  • Bayes' Theorem
  • Representation of the different probability distributions
  • The maximum likelihood
  • Diapositive PPT
  • References
  • Information contained in innovations
  • Monitoring and quality control
  • Estimation of error statistics
  • Data coverage for radiosondes at 00 UTC and 12 UTC
  • Estimation of error variances and correlations
  • A posteriori diagnostic of optimality
  • Diapositive PPT
  • Statistical mean of Jo
  • Statistical mean of the total cost function
  • Generalization
  • Diapositive PPT
  • Diapositive PPT
  • Characteristics of background error covariances: extension to the multivariate case
  • Diapositive PPT

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