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Books > Science & Mathematics > Biology, life sciences > Molecular biology
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Statistical Methods in Molecular Biology (Paperback, Softcover reprint of the original 1st ed. 2010)
Loot Price: R5,099
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Statistical Methods in Molecular Biology (Paperback, Softcover reprint of the original 1st ed. 2010)
Series: Methods in Molecular Biology, 620
Expected to ship within 10 - 15 working days
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Part I: Basic Statistics 1. Experimental Statistics for Biological
Sciences Heejung Bang and Marie Davidian 2. Nonparametric Methods
in Molecular Biology Knut M. Wittkowski and Tingting Song 3. Basics
of Bayesian Methods Sujit K. Ghosh 4. The Bayesian t-Test and
Beyond Mithat Goenen 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, Gengxin Li, Shaoyu Li, and
Rongling Wu 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, Waree
Rinsurongkawong, Lajos Pusztai, and Kim-Anh Do 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 Datasets Xutao Deng and Fabien Campagne 16.
Multi-GeneExpression-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
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