Penalized canonical correlation analysis: unraveling the genetic background of complex diseases

Authors	S. Waaijenborg
Supervisors	A.H. Zwinderman
Award date	03-06-2010
Number of pages	129
Organisations	Faculty of Medicine (AMC-UvA)
Document type	PhD thesis
Language	English
Downloads	Thesis Cover Title pages Contents Chapter 1: Introduction Chapter 2: Quantifying the association between gene expressions and DNA-markers by penalized canonical correlation analysis Chapter 3: Sparse canonical correlation analysis for identifying, connecting and completing gene-expression networks Chapter 4: Correlating multiple SNPs and multiple disease phenotypes: penalized nonlinear canonical correlation analysis Chapter 5: Association of repeatedly measured intermediate risk factors for complex diseases with high dimensional SNP data Chapter 6: Generalized penalized canonical correlation analysis Chapter 7: Discussion Summary Samenvatting List of publications References
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