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010 _a 2009942427
015 _aGBA9A6721
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016 7 _a101528884
_2DNLM
016 7 _a015409166
_2Uk
020 _a9781607615781
020 _a1607615789 (alk. paper)
020 _a9781607615804 (eISBN)
020 _a1607615800 (eISBN)
035 _a(OCoLC)ocn462919274
040 _aNLM
_cNLM
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_dBTCTA
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_dCUS
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_dAGL
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041 _aeng
042 _anlmcopyc
_alccopycat
050 0 0 _aQH506
_b.S77 2010
060 0 0 _aW1
_bME9616J v.620 2010
060 1 0 _aQH 506
070 0 _aQH506
_b.S73 2010
082 0 4 _a572.8015195
_222
084 _aWC 4150
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084 _aWC 7600
_2rvk
084 _aWC 7700
_2rvk
245 0 0 _aStatistical methods in molecular biology /
_cedited by Heejung Bang ... [et al.].
260 _aNew York :
_bHumana Press,
_cc2010.
300 _axiii, 636 p. :
_bill. ;
_c27 cm.
490 1 _aSpringer protocols
490 1 _aMethods in molecular biology,
_x1064-3745 ;
_v620
504 _aIncludes bibliographical references and index.
505 0 _aPart 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 Gönen -- 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 biomarker models from high-throughput data sets / Xutao Deng and Fabien Campagne -- 16. Multi-gene expression-based statistical approaches to predicting patients' clinical outcomes and responses / Feng Cheng, Sang-Hoon Cho, and Jae K. Lee -- 17. Two-stage testing strategies for genome-wide association studies in family-based designs / Amy Murphy, Scott T. Weiss, and Christoph Lange -- 18. Statistical methods for proteomics / Klaus Jung -- Part V. Meta-analysis for high-dimensional data -- 19. Statistical methods for integrating multiple types of high-throughput data / Yang Xie and Chul Ahn -- 20. A Bayesian hierarchical model for high-dimensional meta-analysis / Fei Liu -- 21. Methods for combining multiple genome-wide linkage studies / Trecia A. Kippola and Stephanie A. Santorico -- Part VI. Other practical information -- 22. Improved reporting of statistical design and analysis: guidelines, education, and editorial policies / Madhu Mazumdar, Samprit Banerjee, and Heather L. Van Epps -- 23. Stata companion / Jennifer Sousa Brennan.
650 0 _aMolecular biology
_xStatistical methods.
650 1 2 _aMolecular Biology
_vLaboratory Manuals.
650 2 2 _aStatistics as Topic
_xmethods
_vLaboratory Manuals.
650 0 7 _aMolekularbiologie
_2swd
650 0 7 _aStatistik
_2swd
655 4 _aAufsatzsammlung.
700 1 _aBang, Heejung,
_d1972-
830 0 _aSpringer protocols.
830 0 _aMethods in molecular biology (Clifton, N.J.) ;
_vv. 620.
856 _uhttp://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&doc_number=018997143&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
_zInhaltsverzeichnis
906 _a7
_bcbc
_ccopycat
_d2
_encip
_f20
_gy-gencatlg
942 _2ddc
_cLIBRO
955 _bxh14 2012-04-09 z-processor
_ixh14 2012-04-09 to BCCD
955 _apc17 2009-12-01
_axh00 2010-07-27 to USPL/STM
_ath57 2011-04-19 to USPL/STM
999 _c912