Fundamentals of Mathematical Statistics: Statistical Inference

This is a text (divided into two volumes) for a two semester course in Mathematical Statistics at the Senior/Graduate level. The two main pedagogical aspects in these Volumes are: (i) the material is designed in lessons (each for a 50 minute class) with complementary exercises and home work. (ii) although the material is traditional, great care is exerted upon self-contained, rigorous and complete presentations. An elementary introduction to characteristic functions and probability measures and intergration, but not general measure theory in Volume I, allows a complete proof of some central limit theorems and a rigorous treatment of asymptotic of statistical inference. But students need to be familiar only with such things as Jacobians and eigenvalues of matrices. Volume II: Statistical Inference is designed for the second semester and contains a rigorous introduction to Mathematical Statistics, from random samples to asymptotic theory of statistical inference.

• | Author: Hung T. Nguyen
• | Publisher: Springer
• | Publication Date: Oct 21, 2011
• | Number of Pages: 422 pages
• | Binding: Paperback or Softback
• | ISBN-10: 146138916X
• | ISBN-13: 9781461389163