34 search results - page 1 / 7 » A Markov Chain Approach to Reconstruction of Long Haplotypes |
PSB
2004
13 years 6 months ago
2004
ECML
2005
Springer
13 years 10 months ago
2005
Springer
We propose in this paper a novel approach to the induction of the structure of Hidden Markov Models. The induced model is seen as a lumped process of a Markov chain. It is construc...
BMCBI
2007
13 years 5 months ago
2007
Background: Answers to several fundamental questions in statistical genetics would ideally require knowledge of the ancestral pedigree and of the gene flow therein. A few examples...
CORR
2008
Springer
13 years 5 months ago
2008
Springer
We propose an approach to lossy source coding, utilizing ideas from Gibbs sampling, simulated annealing, and Markov Chain Monte Carlo (MCMC). The idea is to sample a reconstructio...
STOC
1997
ACM
13 years 9 months ago
1997
ACM
For a large class of examples arising in statistical physics known as attractive spin systems (e.g., the Ising model), one seeks to sample from a probability distribution π on an...