Determination of parameter identifiability in nonlinear biophysical models: A Bayesian approach

Inferring subunit stoichiometry from single molecule photobleaching

(2013) Keegan E. Hines   JOURNAL OF GENERAL PHYSIOLOGY

The design and analysis of parallel experiments to produce structurally identifiable models

(2013) S. Y. Amy Cheung et al.   JOURNAL OF PHARMACOKINETICS AND PHARMACODYNAMICS

Properties of cell death models calibrated and compared using Bayesian approaches

(2013) H. Eydgahi et al.   Molecular Systems Biology

MCMC Can Detect Nonidentifiable Models

(2012) Ivo Siekmann et al.   BIOPHYSICAL JOURNAL

Calcium-dependent folding of single calmodulin molecules

(2012) J. Stigler et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Riemann manifold Langevin and Hamiltonian Monte Carlo methods

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

How subunits cooperate in cAMP-induced activation of homotetrameric HCN2 channels

(2011) Jana Kusch et al.   Nature Chemical Biology

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

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

Improved Hidden Markov Models for Molecular Motors, Part 1: Basic Theory

(2010) Fiona E. Müllner et al.   BIOPHYSICAL JOURNAL

Intermolecular tuning of calmodulin by target peptides and proteins: Differential effects on Ca2+ binding and implications for kinase activation

(2010) Olve B. Peersen et al.   PROTEIN SCIENCE

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

(2009) A. Raue et al.   BIOINFORMATICS

An empirical Bayesian approach for model-based inference of cellular signaling networks

(2009) David J Klinke   BMC BIOINFORMATICS

Computing phenomenologic Adair-Klotz constants from microscopic MWC parameters

(2009) Melanie I Stefan et al.   BMC Systems Biology

FitSpace Explorer: An algorithm to evaluate multidimensional parameter space in fitting kinetic data

(2008) Kenneth A. Johnson et al.   ANALYTICAL BIOCHEMISTRY

Global Kinetic Explorer: A new computer program for dynamic simulation and fitting of kinetic data

(2008) Kenneth A. Johnson et al.   ANALYTICAL BIOCHEMISTRY