Joining forces of Bayesian and frequentist methodology: a study for inference in the presence of non-identifiability

Identifiability and observability analysis for experimental design in nonlinear dynamical models

(2011) A. Raue et al.   CHAOS

Alternative model for precipitation probability ­distribution: application to Spain

(2011) R Moncho et al.   CLIMATE RESEARCH

Addressing parameter identifiability by model-based experimentation

(2011) A. Raue et al.   IET Systems Biology

Riemann manifold Langevin and Hamiltonian Monte Carlo methods

(2011) Mark Girolami et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Division of labor by dual feedback regulators controls JAK2/STAT5 signaling over broad ligand range

(2011) J. Bachmann et al.   Molecular Systems Biology

Dark Matter Results from 100 Live Days of XENON100 Data

(2011) E. Aprile et al.   PHYSICAL REVIEW LETTERS

Structural Identifiability of Systems Biology Models: A Critical Comparison of Methods

(2011) Oana-Teodora Chis et al.   PLoS One

Covering a Broad Dynamic Range: Information Processing at the Erythropoietin Receptor

(2010) V. Becker et al.   SCIENCE

Structural and practical identifiability analysis of partially observed dynamical models by exploiting the profile likelihood

(2009) A. Raue et al.   BIOINFORMATICS

Bayesian Modeling of Uncertainty in Ensembles of Climate Models

(2009) Richard L. Smith et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION