Phenotypes and Genotypes

1. Introduction
Florian Frommlet, Małgorzata Bogdan, David Ramsey

2. A Primer in Genetics
Florian Frommlet, Małgorzata Bogdan, David Ramsey

3. Statistical Methods in High Dimensions
Florian Frommlet, Małgorzata Bogdan, David Ramsey

4. Statistical Methods of QTL Mapping for Experimental Populations
Florian Frommlet, Małgorzata Bogdan, David Ramsey

5. Statistical Analysis of GWAS
Florian Frommlet, Małgorzata Bogdan, David Ramsey

6. Appendix A: Basic Statistical Distributions
Florian Frommlet, Małgorzata Bogdan, David Ramsey

7. Appendix B: Basic Methods of Estimation
Florian Frommlet, Małgorzata Bogdan, David Ramsey

8. Appendix C: Principles of Statistical Testing
Florian Frommlet, Małgorzata Bogdan, David Ramsey

9. Appendix D: Elements of Bayesian Statistics
Florian Frommlet, Małgorzata Bogdan, David Ramsey

10. Appendix E: Other Statistical Methods
Florian Frommlet, Małgorzata Bogdan, David Ramsey

Avainsanat: Computer Science, Computational Biology/Bioinformatics, Bioinformatics, Statistics for Life Sciences, Medicine, Health Sciences