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Publications of Author

1. Blythe Durbin, Johanna S. Hardin, Douglas M. Hawkins, David M. Rocke
   A variance-stabilizing transformation for gene-expression microarray data. [Citation Graph (0, 0)][DBLP]
   ISMB, 2002, pp:105-110 [Conf]
   
2. Blythe Durbin, David M. Rocke
   Estimation of Transformation Parameters for Microarray Data. [Citation Graph (0, 0)][DBLP]
   Bioinformatics, 2003, v:19, n:11, pp:1360-1367 [Journal]
   
3. Blythe Durbin, David M. Rocke
   Variance-stabilizing transformations for two-color microarrays. [Citation Graph (0, 0)][DBLP]
   Bioinformatics, 2004, v:20, n:5, pp:660-667 [Journal]
   
4. Sue C. Geller, Jeff P. Gregg, Paul Hagerman, David M. Rocke
   Transformation and normalization of oligonucleotide microarray data. [Citation Graph (0, 0)][DBLP]
   Bioinformatics, 2003, v:19, n:14, pp:1817-1823 [Journal]
   
5. Danh V. Nguyen, David M. Rocke
   Tumor classification by partial least squares using microarray gene expression data. [Citation Graph (0, 0)][DBLP]
   Bioinformatics, 2002, v:18, n:1, pp:39-50 [Journal]
   
6. Danh V. Nguyen, David M. Rocke
   Multi-class cancer classification via partial least squares with gene expression profiles. [Citation Graph (0, 0)][DBLP]
   Bioinformatics, 2002, v:18, n:9, pp:1216-1226 [Journal]
   
7. Danh V. Nguyen, David M. Rocke
   Partial least squares proportional hazard regression for application to DNA microarray survival data. [Citation Graph (0, 0)][DBLP]
   Bioinformatics, 2002, v:18, n:12, pp:1625-1632 [Journal]
   
8. David M. Rocke, Blythe Durbin
   Approximate Variance-stabilizing Transformations for Gene-expression Microarray Data. [Citation Graph (0, 0)][DBLP]
   Bioinformatics, 2003, v:19, n:8, pp:966-972 [Journal]
   
9. David M. Rocke, Zelanna Goldberg, Chad Schweitert, Alison Santana
   A method for detection of differential gene expression in the presence of inter-individual variability in response. [Citation Graph (0, 0)][DBLP]
   Bioinformatics, 2005, v:21, n:21, pp:3990-3992 [Journal]
   
10. Lei Zhou, David M. Rocke
    An expression index for Affymetrix GeneChips based on the generalized logarithm. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2005, v:21, n:21, pp:3983-3989 [Journal]
    
11. David M. Rocke, Jian J. Dai
    Sampling and Subsampling for Cluster Analysis in Data Mining: With Applications to Sky Survey Data. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2003, v:7, n:2, pp:215-232 [Journal]
    
12. Jian J. Dai, Stefan Lorenzato, David M. Rocke
    A knowledge-based model of watershed assessment for sediment. [Citation Graph (0, 0)][DBLP]
    Environmental Modelling and Software, 2004, v:19, n:4, pp:423-433 [Journal]
    
13. Jian J. Dai, David M. Rocke
    A GIS-based approach to spatial allocation of area source solvent emissions. [Citation Graph (0, 0)][DBLP]
    Environmental Modelling and Software, 2000, v:15, n:2-3, pp:293-302 [Journal]
    
14. David M. Rocke, Blythe Durbin
    A Model for Measurement Error for Gene Expression Arrays. [Citation Graph (0, 0)][DBLP]
    Journal of Computational Biology, 2001, v:8, n:6, pp:557-569 [Journal]
    
15. Johanna S. Hardin, David M. Rocke
    Outlier detection in the multiple cluster setting using the minimum covariance determinant estimator. [Citation Graph (0, 0)][DBLP]
    Computational Statistics & Data Analysis, 2004, v:44, n:4, pp:625-638 [Journal]
    
16. Danh V. Nguyen, David M. Rocke
    On partial least squares dimension reduction for microarray-based classification: a simulation study. [Citation Graph (0, 0)][DBLP]
    Computational Statistics & Data Analysis, 2004, v:46, n:3, pp:407-425 [Journal]
    
17. Shagufta Aslam, David M. Rocke
    A robust testing procedure for the equality of covariance matrices. [Citation Graph (0, 0)][DBLP]
    Computational Statistics & Data Analysis, 2005, v:49, n:3, pp:863-874 [Journal]
    
18. 
    Papers on normalization, variable selection, classification or clustering of microarray data. [Citation Graph (, )][DBLP]
    
    
19. 
    Detecting glycan cancer biomarkers in serum samples using MALDI FT-ICR mass spectrometry data. [Citation Graph (, )][DBLP]
    
    
20. 
    Baseline Correction for NMR Spectroscopic Metabolomics Data Analysis. [Citation Graph (, )][DBLP]
    
    
21. 
    On the analysis of glycomics mass spectrometry data via the regularized area under the ROC curve. [Citation Graph (, )][DBLP]
    
    
22. 
    Assessing probe-specific dye and slide biases in two-color microarray data. [Citation Graph (, )][DBLP]