Single molecule force spectroscopy at high data acquisition: A Bayesian nonparametric analysis

A Primer on Bayesian Inference for Biophysical Systems

(2015) Keegan E. Hines   BIOPHYSICAL JOURNAL

Analyzing Single-Molecule Time Series via Nonparametric Bayesian Inference

(2015) Keegan E. Hines et al.   BIOPHYSICAL JOURNAL

Direct observation of structure-function relationship in a nucleic acid-processing enzyme

(2015) M. J. Comstock et al.   SCIENCE

Protein folding and unfolding under force

(2013) Bharat Jagannathan et al.   BIOPOLYMERS

Sequence-dependent base pair stepping dynamics in XPD helicase unwinding

(2013) Zhi Qi et al.   eLife

Variational Bayes Analysis of a Photon-Based Hidden Markov Model for Single-Molecule FRET Trajectories

(2012) Kenji Okamoto et al.   BIOPHYSICAL JOURNAL

A sticky HDP-HMM with application to speaker diarization

(2011) Emily B. Fox et al.   Annals of Applied Statistics

A tutorial on Bayesian nonparametric models

(2011) Samuel J. Gershman et al.   JOURNAL OF MATHEMATICAL PSYCHOLOGY

Ultrahigh-resolution optical trap with single-fluorophore sensitivity

(2011) Matthew J Comstock et al.   NATURE METHODS

Bayesian inference in physics

(2011) Udo von Toussaint   REVIEWS OF MODERN PHYSICS

Learning Rates and States from Biophysical Time Series: A Bayesian Approach to Model Selection and Single-Molecule FRET Data

(2009) Jonathan E. Bronson et al.   BIOPHYSICAL JOURNAL

Single-molecule force spectroscopy: optical tweezers, magnetic tweezers and atomic force microscopy

(2008) Keir C Neuman et al.   NATURE METHODS

Theory, analysis, and interpretation of single-molecule force spectroscopy experiments

(2008) O. K. Dudko et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA