Lectures on Algebraic Statistics

• Κύριοι συγγραφείς: Drton, Mathias (Συγγραφέας), Sturmfels, Bernd (Συγγραφέας), Sullivant, Seth (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Basel : Birkhäuser Basel, 2009.
• Σειρά: Oberwolfach Seminars ; 39
• Θέματα: Statistics.; Algebraic geometry.; Probabilities.; Statistical Theory and Methods.; Algebraic Geometry.; Probability Theory and Stochastic Processes.

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...

Πίνακας περιεχομένων:

• Markov Bases
• Likelihood Inference
• Conditional Independence
• Hidden Variables
• Bayesian Integrals
• Exercises
• Open Problems.