10 Model-Based Clustering for Expression Data via a Dirichlet Process Mixture Model
暂无分享,去创建一个
[1] J. MacQueen. Some methods for classification and analysis of multivariate observations , 1967 .
[2] William M. Rand,et al. Objective Criteria for the Evaluation of Clustering Methods , 1971 .
[3] C. Antoniak. Mixtures of Dirichlet Processes with Applications to Bayesian Nonparametric Problems , 1974 .
[4] John A. Hartigan,et al. Clustering Algorithms , 1975 .
[5] G. W. Milligan,et al. A Study of the Comparability of External Criteria for Hierarchical Cluster Analysis. , 1986, Multivariate behavioral research.
[6] Radford M. Neal. Bayesian Mixture Modeling , 1992 .
[7] M. Escobar. Estimating Normal Means with a Dirichlet Process Prior , 1994 .
[8] S. MacEachern. Estimating normal means with a conjugate style dirichlet process prior , 1994 .
[9] M. Escobar,et al. Bayesian Density Estimation and Inference Using Mixtures , 1995 .
[10] Ross Ihaka,et al. Gentleman R: R: A language for data analysis and graphics , 1996 .
[11] Jun S. Liu. Nonparametric hierarchical Bayes via sequential imputations , 1996 .
[12] D. Botstein,et al. Cluster analysis and display of genome-wide expression patterns. , 1998, Proceedings of the National Academy of Sciences of the United States of America.
[13] Adrian E. Raftery,et al. MCLUST: Software for Model-Based Cluster Analysis , 1999 .
[14] Jun S. Liu,et al. Sequential importance sampling for nonparametric Bayes models: The next generation , 1999 .
[15] Radford M. Neal. Markov Chain Sampling Methods for Dirichlet Process Mixture Models , 2000 .
[16] M. Newton,et al. Computational Aspects of Nonparametric Bayesian Analysis with Applications to the Modeling of Multiple Binary Sequences , 2000 .
[17] Adrian E. Raftery,et al. Model-based clustering and data transformations for gene expression data , 2001, Bioinform..
[18] Adrian E. Raftery,et al. Model-Based Clustering, Discriminant Analysis, and Density Estimation , 2002 .
[19] S. Dudoit,et al. Normalization for cDNA microarray data: a robust composite method addressing single and multiple slide systematic variation. , 2002, Nucleic acids research.
[20] Mario Medvedovic,et al. Bayesian infinite mixture model based clustering of gene expression profiles , 2002, Bioinform..
[21] Deepayan Sarkar,et al. Age-related impairment of the transcriptional responses to oxidative stress in the mouse heart. , 2003, Physiological genomics.
[22] Rafael A Irizarry,et al. Exploration, normalization, and summaries of high density oligonucleotide array probe level data. , 2003, Biostatistics.
[23] D. B. Dahl. An improved merge-split sampler for conjugate dirichlet process mixture models , 2003 .
[24] Fernando A. Quintana,et al. Nonparametric Bayesian data analysis , 2004 .
[25] Radford M. Neal,et al. A Split-Merge Markov chain Monte Carlo Procedure for the Dirichlet Process Mixture Model , 2004 .
[26] Ka Yee Yeung,et al. Bayesian mixture model based clustering of replicated microarray data , 2004, Bioinform..
[27] Jean YH Yang,et al. Bioconductor: open software development for computational biology and bioinformatics , 2004, Genome Biology.