A Gibbs Sampling Approach to Linkage Analysis

1992 ◽  
Vol 42 (1) ◽  
pp. 63-76 ◽  
Author(s):  
Duncan C. Thomas ◽  
Victoria Cortessis
Keyword(s):  
Linkage Analysis ◽  
Gibbs Sampling ◽  
Sampling Approach

A Numerical Bayesian Approach to Spatial Data Analysis

1997 ◽  
Vol 47 (3-4) ◽  
pp. 181-198
Author(s):  
Indranil Mukherjee ◽  
Himadri Ghosh ◽  
Aditya Chatterjee
Keyword(s):  
Data Analysis ◽  
Gibbs Sampling ◽  
Bayesian Approach ◽  
Spatial Data ◽  
Bayesian Method ◽  
Spatial Data Analysis ◽  
Scientific Investigations ◽  
Sampling Approach

Investigators in diverse fields of scientific investigations (specially the geo-statisticians) have long been concerned with the so called Regionalised Variable (ReV) or variables whose values are in some way related to their positions in space. In such situations it becomes sometimes necessary to estimate the values for certain measures based on the ReV over some suitable blocking or redivision of the space. In thls paper we deliniate a numerical Bayesian method based on the Gibbs sampling approach towards solving this class of problems whlch is capable of being tuned to various situations arising in the geological and other investigations dealing with ReVs. The paper deals with the problem of estimating the volume of an accumulation, from a data comprising of heights of the accumulation at random points, in some details and also reports the results of a few numerical applications of the methodology developed.

scholarly journals Simultaneous alignment and clustering of peptide data using a Gibbs sampling approach

2012 ◽  
Vol 29 (1) ◽  
pp. 8-14 ◽  
Author(s):  
Massimo Andreatta ◽  
Ole Lund ◽  
Morten Nielsen
Keyword(s):  
Gibbs Sampling ◽  
Peptide Data ◽  
Sampling Approach

scholarly journals Improved prediction of MHC class I and class II epitopes using a novel Gibbs sampling approach

2004 ◽  
Vol 20 (9) ◽  
pp. 1388-1397 ◽  
Author(s):  
M. Nielsen ◽  
C. Lundegaard ◽  
P. Worning ◽  
C. S. Hvid ◽  
K. Lamberth ◽  
...  
Keyword(s):  
Mhc Class I ◽  
Gibbs Sampling ◽  
Class Ii ◽  
Class I ◽  
Sampling Approach

Bayesian Multimodel Inference by RJMCMC: A Gibbs Sampling Approach

2013 ◽  
Vol 67 (3) ◽  
pp. 150-156 ◽  
Author(s):  
Richard J. Barker ◽  
William A. Link
Keyword(s):  
Gibbs Sampling ◽  
Multimodel Inference ◽  
Sampling Approach
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