Publications by Author: Fournier
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Order by: [Title], [Author], [Editor], [Year]
David A. Fournier, Hans J. Skaug, Johnoel Ancheta, James Ianelli, Arni Magnusson, Mark N. Maunder, Anders Nielsen, John Sibert
AD Model Builder: using automatic differentiation for statistical inference of highly parameterized complex nonlinear models
Article in Optimization Methods and Software, 2012
Tools:
AD Model Builder
H. Skaug, D Fournier
Automatic approximation of the marginal likelihood in nonlinear hierarchical models
Article in Computational Statistics and Data Analysis, 2006
Application Area:
Optimization
Tools:
AD Model Builder
Theory & Techniques:
Adjoint, Hessian, Integration of Analytic Derivatives, Reverse Mode
M. N. Maunder, H. J. Skaug, D. A. Fournier, S. D. Hoyle
Comparison of estimators for mark-recapture models: random effects, hierarchical Bayes, and AD Model Builder
Article in Environmental and Ecological Statistics, 2008
Application Area:
Biology
Tools:
AD Model Builder
R. Meyer, D. A. Fournier, A. Berg
Stochastic volatility: Bayesian computation using automatic differentiation and the extended Kalman filter
Article in Econometrics Journal, 2003
Tools:
AD Model Builder

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