Lectures on Algebraic Statistics

How does an algebraic geometer studying secant varieties further the understanding of hypothesis tests in statistics? Why would a statistician working on factor analysis raise open problems about determinantal varieties? Connections of this type are at the heart of the new field of "algebraic s...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Drton, Mathias (Autor), Sturmfels, Bernd (Autor), Sullivant, Seth (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Basel : Birkhäuser Basel : Imprint: Birkhäuser, 2009.
Edición:1st ed. 2009.
Colección:Oberwolfach Seminars, 39
Temas:
Statistics .
Algebraic geometry.
Probabilities.
Statistical Theory and Methods.
Algebraic Geometry.
Probability Theory.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Markov Bases
  • Likelihood Inference
  • Conditional Independence
  • Hidden Variables
  • Bayesian Integrals
  • Exercises
  • Open Problems.

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