This book introduces algebraic, combinatorial, and geometric methods for hidden tree models. It presents a focused introduction to some concepts in algebraic statistics and shows how the methods can be applied in statistics. The book also gives a broad overview of the current research on hidden tree models. Readers will gain a complete geometric and algebraic understanding of the models so that they can improve existing inference techniques.Introduction to Probability Francesca Dominici, Harvard School ofPublic Health, USA. DOWNLOAD AND READ OFFLINE To use your ebook offline, download BookShelf to your PC, Mac, iOS device, Android device or Kindle Fire, and log in toanbsp;...
|Title||:||Semialgebraic Statistics and Latent Tree Models|
|Publisher||:||CRC Press - 2015-09-01|