Simultaneous Statistical Inference : With Applications in the Life Sciences /

Detalles Bibliográficos
Autor principal: Dickhaus, Thorsten. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: eBook
Lenguaje:English
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Materias:
Tabla de Contenidos:
  • 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.