Benn Macdonald

Publication Activity (10 Years)

Years Active: 2015-2019
Publications (10 Years): 5

Top Topics

Statistical Inference

Model Selection

Systems Biology

Cross Validation

Top Venues

Comput. Math. Appl.

Publications

Benn Macdonald, Dirk Husmeier
Model selection via marginal likelihood estimation by combining thermodynamic integration and gradient matching. Stat. Comput. 29 (5) (2019)
Mu Niu, Benn Macdonald, Simon Rogers, Maurizio Filippone, Dirk Husmeier
Statistical inference in mechanistic models: time warping for improved gradient matching. Comput. Stat. 33 (2) (2018)
Stepán Papácek, Benn Macdonald, Ctirad Matonoha
Closed-form formulas vs. PDE based numerical solution for the FRAP data processing: Theoretical and practical comparison. Comput. Math. Appl. 73 (8) (2017)
Benn Macdonald, Catherine F. Higham, Dirk Husmeier
Controversy in mechanistic modelling with Gaussian processes. ICML (2015)
Benn Macdonald, Dirk Husmeier
Computational Inference in Systems Biology. IWBBIO (2) (2015)