عنوان

Statistical methods in molecular biology

9781607615781 (alk. paper)

لاتين

edited by Heejung Bang ... [et al.]

Statistical methods in molecular biology

New York

Humana Press,

c2010

xiii, 636 p. , ill. , 27 cm.

Springer protocols Methods in molecular biology,1064-3745 ;620

مرجع به حساب نمي آيد

Includes bibliographical references and index.

Part I. Basic statistics -- 1. Experimental statistics for biological sciences / Heejung Bang and Marie Davidian -- 2. Nonparametric methods for molecular biology / Knut M. Wittkowski and Tingting Song -- 3. Basics of Bayesian methods / Sujit K. Ghosh -- 4. The Bayesian t-test and beyond / Mithat Goجenen -- Part II. Designs and methods for molecular biology -- 5. Sample size and power calculation for molecular biology studies / Sin-Ho Jung -- 6. Designs for linkage analysis and association studies of complex diseases / Yuehua Cui ... [et al.] -- 7. Introduction to epigenomics and epigenome-wide analysis / Melissa J. Fazzari and John M. Greally -- 8. Exploration, visualization, and preprocessing of high-dimensional data / Zhijin Wu and Zhiqiang Wu -- Part III. Statistical methods for microarray data -- 9. Introduction to the statistical analysis of two-color microarray data / Martina Bremer, Edward Himelblau, and Andreas Madlung -- 10. Building networks with microarray data / Bradley M. Broom ... [et al.] -- Part IV. Advanced or specialized methods for molecular biology -- 11. Support vector machines for classification: a statistical portrait / Yoonkyung Lee -- 12. An overview of clustering applied to molecular biology / Rebecca Nugent and Marina Meila -- 13. Hidden Markov model and its applications in motif findings / Jing Wu and Jun Xie -- 14. Dimension reduction for high-dimensional data / Lexin Li -- 15. Introduction to the development and validation of predictive biomarke

Molecular biology, Statistical methods

Molecular Biology, Laboratory Manuals

Statistics as Topic, methods, Laboratory Manuals

Aufsatzsammlung

Molekularbiologie, swd

Statistik, swd

QH506.S73 2010

مولف

Bang, Heejung,1972-