Quantifying cooperative multisite binding in the hub protein LC8 through Bayesian inference.
Aidan B. EstelleAugust GeorgeElisar J. BarbarDaniel M. ZuckermanPublished in: PLoS Comput. Biol. (2023)
Keyphrases
- bayesian inference
- cooperative
- dna binding
- probabilistic model
- prior information
- protein structure
- protein sequences
- variational inference
- hyperparameters
- bayesian model
- amino acids
- transcription factor binding sites
- mhc class ii
- protein protein interactions
- hiv protease
- hierarchical bayesian
- statistical inference
- gibbs sampler
- multi agent
- random fields
- prior distribution
- markov chain monte carlo
- bayesian networks
- hidden variables
- optimal solution
- weighted model counting