Bayesian Clustering Using Hidden Markov Random Fields in Spatial Population Genetics
Data up to Jan 2025
Total Citations Per Year
Abstract
References (39)
Regression Shrinkage and Selection Via the Lasso
1996 • 45,633 citations
Equation of State Calculations by Fast Computing Machines
1953 • 34,935 citations
Inference of Population Structure Using Multilocus Genotype Data
2000 • 32,000 citations
Neural networks for pattern recognition
1994 • 19,343 citations
Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
1984 • 17,865 citations
<scp>genalex</scp> 6: genetic analysis in Excel. Population genetic software for teaching and research
2005 • 16,046 citations
Ridge Regression: Biased Estimation for Nonorthogonal Problems
1970 • 7,167 citations
Molecular Evolution and Phylogenetics
2000 • 7,148 citations
Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm
2001 • 6,645 citations
Pattern Recognition and Neural Networks
1996 • 6,497 citations
Ridge Regression: Biased Estimation for Nonorthogonal Problems
2000 • 6,073 citations
Principles of Population Genetics.
1990 • 5,413 citations
ISOLATION BY DISTANCE
1943 • 5,343 citations
On the Statistical Analysis of Dirty Pictures
1986 • 4,068 citations
The Potts model
1982 • 3,357 citations
Genetic Structure of Human Populations
2002 • 2,875 citations
Some generalized order-disorder transformations
1952 • 2,022 citations
THE STEPPING STONE MODEL OF POPULATION STRUCTURE AND THE DECREASE OF GENETIC CORRELATION WITH DISTANCE
1964 • 1,719 citations
G<scp>eneland</scp>: a computer package for landscape genetics
2005 • 1,106 citations
Simulating normalizing constants: from importance sampling to bridge sampling to path sampling
1998 • 964 citations
Bayesian Analysis of Genetic Differentiation Between Populations
2003 • 860 citations
Statistical inference for spatial processes
1988 • 759 citations
Stochastic relaxation, Gibbs distributions and the Bayesian restoration of images*
1993 • 703 citations
A Spatial Statistical Model for Landscape Genetics
2004 • 698 citations
Genetic Structure and Selection in Subdivided Populations
2004 • 570 citations
Clines, Clusters, and the Effect of Study Design on the Inference of Human Population Structure
2005 • 561 citations
Evidence for Gradients of Human Genetic Diversity Within and Among Continents
2004 • 425 citations
<scp>gerud</scp> 2.0: a computer program for the reconstruction of parental genotypes from half‐sib progeny arrays with known or unknown parents
2005 • 342 citations
Hidden Markov Models and Disease Mapping
2002 • 340 citations
Human Population Genetic Structure and Inference of Group Membership
2003 • 332 citations
Genetic structure is influenced by landscape features: empirical evidence from a roe deer population
2006 • 308 citations
Nuclear DNA microsatellite analysis of genetic diversity and gene flow in the Scandinavian brown bear (Ursus arctos)
2000 • 238 citations
Assigning African elephant DNA to geographic region of origin: Applications to the ivory trade
2004 • 236 citations
A Bayesian approach to the identification of panmictic populations and the assignment of individuals
2001 • 226 citations
Robustness of the inference of human population structure: A comparison of X-chromosomal and autosomal microsatellites
2004 • 68 citations
Assumed and inferred spatial structure of populations: the Scandinavian brown bears revisited
2004 • 66 citations
Bayesian Spatial Modeling of Haplotype Associations
2003 • 47 citations
A stochastic method for Bayesian estimation of hidden Markov random field models with application to a color model
2005 • 34 citations
Brownian models and coalescent structures
2004 • 10 citations