Estimation and Validation of Markov Models

DOI10.1007/978-94-007-7606-7_4zbMath1334.60150OpenAlexW96999970WikidataQ38168112 ScholiaQ38168112MaRDI QIDQ5264047

Frank Noé, John D. Chodera, Jan-Hendrik Prinz

Publication date: 20 July 2015

Published in: Advances in Experimental Medicine and Biology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-94-007-7606-7_4

zbMATH Keywords

estimationMarkov modelstransition matrixvalidation

Mathematics Subject Classification ID

Computational methods in Markov chains (60J22) Markov processes: estimation; hidden Markov models (62M05) Markov chains (discrete-time Markov processes on discrete state spaces) (60J10) Numerical analysis or methods applied to Markov chains (65C40)

Cites Work

• On the Approximation Quality of Markov State Models
• Efficient Computation, Sensitivity, and Error Analysis of Committor Probabilities for Complex Dynamical Processes
• Statistical Inference about Markov Chains
• Constructing the equilibrium ensemble of folding pathways from short off-equilibrium simulations
• Long‐Time Protein Folding Dynamics from Short‐Time Molecular Dynamics Simulations

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