Statistics for Bioinformatics - Contents

Book

The book associated to this course will be available in 2009.

Statistics for Bioinformatics
Jacques Van Helden
Publisher: Oxford University Press
ISBN13: 9780199226757
ISBN10: 019922675X
Hardback, 400 pages, Also available: paper
Aug 2009, Not Yet Published due Aug 15 2009

Slides

Formats

Slides per chapter

Note: The organization of the slides differs from that of the book.
Slides (in english)
Chapter Screen Print (6spp)
Content of the course pdf 6spp
Introduction pdf 6spp
Study cases - DNA chips pdf 6spp
Elements of probabilities pdf 6spp
Univariate analysis
    Descriptive statistics
pdf 6spp
    Statistical inference
      Theoretical distributions
pdf 6spp
      Sampling and estimation
pdf 6spp
      Fitting
pdf 6spp
      Hypothesis testing
pdf 6spp
        Conformity tests
pdf 6spp
        Homogeneity
pdf 6spp
        Significance
pdf 6spp
        Goodness of fit
pdf 6spp
        Multiple testing corrections
pdf 6spp
Multivariate analysis
    Introduction to multivariate analysis
pdf 6spp
    Study cases
pdf 6spp
    Normalization of microarray data
pdf 6spp
    Correlation analysis
pdf 6spp
    Regression analysis
    Similarity and dissimilarity metrics
pdf 6spp
    Clustering
pdf 6spp
    Visualization
pdf 6spp
      Principal component analysis
      Multidimensional scaling
    Discriminant analysis
pdf 6spp
    Summary
pdf 6spp
Analysis of microarray data
Exercises pdf
    Solutions to the exercises
pdf