Simultaneous Statistical Inference : With Applications in the Life Sciences - Dickhaus, Thorsten; SpringerLink (Online service) (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014)
The problem of simultaneous inference -- Part I General Theory -- Some theory of p-values -- Classes of multiple test procedures -- Simultaneous test procedures -- Stepwise rejective multiple tests -- Multiple testing and binary classification -- Multiple testing and model selection -- Software solutions for multiple hypotheses testing -- Part II From Genotype to Phenotype -- Genetic association studies -- Gene expression analyses -- Functional magnetic resonance imaging -- Part III Further Applications in the Life Sciences -- Further life science applications.
Keywords: Biostatistics; Statistics .; Biomathematics; Data mining; Biomedical engineering; Biostatistics; Statistical Theory and Methods; Mathematical and Computational Biology; Data Mining and Knowledge Discovery; Biomedical Engineering and Bioengineering