Latent variable models handled with optimization
aided by automatic differentiation;
application to marine resource assessments
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 Newton and Leibniz:
Fathers of differential calculus
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 Laplace:
Inverse probability /
Baysesian statistics |
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Funding
- Years 2002 - 2005
- Financed by the Research Council of Norway, under the research program BeMatA
Project goals
To develop efficient computational methods for statistical model fitting. The three cornerstones of the approach are:- Latent variable models
- Automatic differentiation
- Laplace approximation
- Bias correction