Bayesian model averaging: development of an improved multi-class, gene selection and classification tool for microarray data

Bayesian model averaging: development of an improved multi-class, gene selection and classification tool for microarray data (2005)

Cached

Download Links

by Ka Yee Yeung , Roger E. Bumgarner , Adrian E. Raftery

Citations:

BibTeX

@MISC{Yeung05bayesianmodel,
    author = {Ka Yee Yeung and Roger E. Bumgarner and Adrian E. Raftery},
    title = {Bayesian model averaging: development of an improved multi-class, gene selection and classification tool for microarray data},
    year = {2005}
}

Years of Citing Articles

Bookmark

OpenURL

Abstract

Citations

812	Molecular classification of cancer: class discovery and class prediction by gene expression monitoring - Golub, Slonim, et al. - 1999
717	Bayes factors - Kass, Raftery - 1995
522	Significance analysis of microarrays applied to the ionizing radiation response - VG, Tibshirani, et al. - 2001
521	Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays. Proc Natl Acad Sci USA 96: 6745–6750 Balbin M and Lopez-Otin C - Alon, Barkai, et al. - 1999
494	Applied Logistic Regression - HOSMER - 1989
348	TP: Comparison of discrimination methods for the classification of tumors using gene expression data - Dudoit, Fridlyand, et al.
282	Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling - Alizadeh, Eisen, et al. - 2000
215	Model selection and accounting for model uncertainty in graphical models using Occam's window - Madigan, Raftery - 1994
200	Narasimhan , Chu G: Diagnosis of multiple cancer types by shrunken centroids of gene expression - Tibshirani, Hastie
178	Gene expression profiling predicts clinical outcome of breast cancer - Veer, Dai, et al. - 2002
177	AE: Bayesian Model Selection in Social Research - Raftery - 1996
168	Bayesian graphical models for discrete data - Madigan, York - 1995
160	Multiclass cancer diagnosis using tumor gene expression signatures - Ramaswamy, Tamayo, et al. - 2001
149	Verification of forecasts expressed in terms of probabilities - Brier - 1950
143	Tissue classification with gene expression profiles - Ben-Dor, Bruhn, et al. - 2000
129	Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinoma subclasses - Bhattacharjee, WG, et al. - 2001
128	profiles in hereditary breast cancer - Hedenfalk, Duggan, et al.
95	K.: Diffuse large b-cell lymphoma outcome prediction by gene expression profiling and supervised machine learning - Shipp, Ross - 2002
94	Systematic variation in gene expression patterns in human cancer cell lines - Ross, Scherf, et al. - 2000
83	Bayesian Model Averaging: A Tutorial - Hoeting, Madigan, et al. - 1999
83	Regression by Leaps and Bounds - Furnival, Wilson - 1974
79	Buhlmann P: Boosting for tumor classification with gene expression data - Dettling
76	Rocke D: Tumor classification by partial least squares using microarray gene expression data - Nguyen
68	Classification of multiple cancer types by multicategory support vector machines using gene expression data - Lee, Lee - 2003
63	A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression. Bioinformatics 20(15 - Li, Zhang, et al. - 2004
56	Computing Bayes Factors by Combining Simulation and Asymptotic Approximations - Thomas, Kass, et al. - 1997
43	I: New feature subset selection procedures for classification of expression profiles - Bo, Jonassen
39	Gene selection: a Bayesian variable selection approach - Lee, Sha, et al. - 2003
37	Accounting for model uncertainty in survival analysis improves predictive performance (with discussion - Raftery, Madigan, et al. - 1996
31	Improved gene selection for classification of microarrays - Jaeger, Sengupta, et al. - 2003
30	Gene expression-based classification of malignant gliomas correlates better with survival than histological classification. Cancer Research. pp 1602–1607 - Nutt, Mani, et al. - 2003
29	Yang Y: How many genes are needed for a discriminant microarray data analysis - Li
29	Multi-class cancer classification via partial least squares with gene expression profiles - Nguyen, Rocke - 2002
22	Comparative hybridization of an array of 21 500 ovarian cDNAs for the discovery of genes overexpressed in ovarian carcinomas. Gene 238: 375–385 - Schummer, VLV, et al. - 1999
21	Inference in Model-Based Cluster Analysis - Bensmail, Celeux, et al. - 1997
17	Variable selection and Bayesian model averaging in case-control studies - Viallefont, Raftery, et al. - 2001
10	Bayesian variable selection in multinomial probit models with application to spectral data and DNA microarrays - Sha, Vannucci, et al.
6	Calculation of polychotomous logistic regression parameters using individualized regressions. Biometrika 71: 11 – 18 - CB, Gray - 1984