β Scribed by Bang, Heejung; Zhou, Xi Kathy; van Epps, Heather L.; Mazumdar, Madhu
No coin nor oath required. For personal study only.
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 GΓΆnen -- -- 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. Edited By Heejung Bang ... [et Al.]. Includes Bibliographical References And Index.
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