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Publications

Refereed publications

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Y. H. Yang*, Y. Y. Xiao* and M. Segal (2004). Identifying differentially expressed genes from microarray experiments via statistic synthesis.  Bioinformatics (accepted)

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D. Lin*, Y. H. Yang*, J. Scolnick, L. Brunet, H. Marsh, V. Peng, Y. Okazaki, Y. Hayashizaki, T. P. Speed and J. Ngai (2004). Spatial patterns of gene expression in the olfactory bulb. PNAS.  Vol. 101(34), pp.12718--12723.

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M.W. Rodriguez, A. C. Paquet, Y.H. Yang and D. J. Erle (2004)  Differential gene expression by integrin beta7+and beta7-memory T helper cells BMC Immunology, pp. 5--13.

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D.J Erle and Y.H. Yang (2003) , Asthma investigators begin to reap the fruits of genomics.  Genome Biology  4(11): 232.

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Y.H. Yang and N. Thorne (2003) Normalization for Two-color cDNA Microarray Data. Science and Statistics: A Festschrift for Terry Speed, D. Goldstein (eds.),  IMS Lecture Notes, Monograph Series, Vol 40, pp. 403--418[pdf]

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E. Diaz, Y. H. Yang, K. C. Loh, M. Tessier-Lavigne, T. P. Speed, and J. Ngai (2003). Molecular analysis of positional identity in the developing mouse retina. PNAS.  Vol. 100 (9), pp. 5491--5496. [pdf]

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G. K Smyth, Y. H. Yang, T. P. Speed (2003). Statistical issues in microarray data analysis. In: Functional Genomics: Methods and Protocols, M. J. Brownstein and A. B. Khodursky (eds.), Methods in Molecular Biology Volume 224, Humana Press, Totowa, NJ, pages 111-136. [pdf]

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Y.H.Yang and T. P. Speed (2002) Design issues for cDNA microarray experiments. Nature Review Genetics Vol. 3, pp. 579--558. [Journal's Web] [pdf]

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T. P. Speed and Y. H Yang (2002). Direct versus indirect designs for cDNA microarray experiments. Sankhya : The Indian Journal of Statistics, Vol. 64, Series A, Pt. 3, pp 706-720. [Journal's Web] [pdf]

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E. Díaz, Y. Ge, Y.H. Yang, K.C. Loh, T.A. Serafini, Y. Okazaki, Y. Hayashizaki, T.P. Speed, J. Ngai, and P. Scheiffele (2002).
Molecular Analysis of Gene Expression in the Developing Pontocerebellar Projection System. Neuron. Vol. 36 (3), pp. 417--434

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Y. H. Yang, M. J. Buckley, S. Dudoit, and T. P. Speed (2002). Comparison of methods for image analysis on cDNA microarray data. Journal of Computational and Graphical Statistics, Vol. 11, No. 1, pp. 108--136. [UCB Tech report #584].

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Y. H. Yang, S. Dudoit, P. Luu, D. M. Lin, V. Peng, J. Ngai, and T. P. Speed (2002). Normalization for cDNA microarray data: a robust composite method addressing single and multiple slide systematic variation. Nucleic Acids Research, Vol. 30, No. 4, e15. [Journal website] [pdf].

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Y. H. Yang, S. Dudoit, T. P. Speed, and M. J. Callow (2002). Statistical methods for identifying differentially expressed genes in replicated cDNA microarray experiments. Statistica Sinica, Vol. 12, No. 1, pp. 111--139. [UCB Tech report #578] [article].

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Y. H. Yang, M. J. Buckley  and T. P. Speed (2001). Analysis of cDNA microarray images. Briefings in Bioinformatics, Vol. 2, pp. 341-349. [pdf]

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Buckley, M. and Yang, J. (1997)  Regularised shortest-path extraction . Pattern Recognition Letters, Vol 18, pp. 621-629.

Chapters in Books

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S. Dudoit and Y. H. Yang (2002). Bioconductor R packages for exploratory analysis and normalization of cDNA microarray data. In G. Parmigiani, E. S. Garrett, R. A. Irizarry and S. L. Zeger (eds), The Analysis of Gene Expression Data: Methods and Software, Springer, New York (To appear).
[Table of contents] [Rnw file] [PDF]. 

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Y.H. Yang and T. P. Speed (2003). Design and Analysis of Comparative Microarray Experiments In T. P Speed (ed) Statistical Analysis of Gene Expression Microarray Data, Chapman & Hall.  [Amazon]

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C.A. Ball, Y. Chen, S. Panavally, G. Sherlock, T. Speed, P.T. Spellman, Y.H. Yang (2003)Section7: An introduction to microarray bioinformatics. In D. Bowtell and J. Sambrook (eds), DNA Microarrays: A Molecular Cloning Manual. Cold Spring Harbor Press. [CSHL]

Other manuscripts

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S. Dudoit, Y. H. Yang, and B. Bolstad (2002). Using R for the Analysis of DNA Microarray Data. R News, Vol. 2, No. 1, p. 24--32. [Rnews website].

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Y. H. Yang, S. Dudoit, P. Luu, and T. P. Speed (2001). Normalization for cDNA microarray data. In M. L. Bittner, Y. Chen, A. N. Dorsel, and E. R. Dougherty (eds), Microarrays: Optical Technologies and Informatics, Vol. 4266 of Proceedings of SPIE. [UCB Tech report #589].

Ph.D. Thesis

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Statistical methods in the design and analysis of gene expression data from c{DNA} microarray experiment.

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