Models for Dice Factories and Amino Acid Probability Vectors.

Models for Dice Factories and Amino Acid Probability Vectors. (0)

by Draft David Mackay , David J. C. Mackay

Venue:	In preparation
Citations:	1 - 1 self

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Datum	Value	Source
TITLE	Models for Dice Factories and Amino Acid Probability Vectors.	user correction - Legacy Corrections
AUTHOR NAME	Draft David Mackay	user correction - Legacy Corrections
AUTHOR NAME	David J. C. Mackay	user correction - Legacy Corrections
AUTHOR AFFIL	Cavendish Laboratory	user correction - Legacy Corrections
ABSTRACT	Protein alignments are commonly characterized by the probability vectors over amino acids in each column of the alignment. This paper develops various models for the probability distribution of these probability vectors. First a simple Dirichlet distribution is used, then a mixture of Dirichlets. Finally a componential model employing a `density network' is described. These models are optimized and compared using Bayesian methods. 1	user correction - Legacy Corrections
YEAR	0	user correction - Legacy Corrections
VENUE	In preparation	INFERENCE
VENUE TYPE	CONFERENCE	INFERENCE
CITATIONS	3 found	ParsCit 1.0