Fundamentals of Mathematical Statistics: Statistical Inference (Paperback) (ISBN-13: 9781461389163)

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,Gerald S. Rogers
ISBN-10: 146138916X
ISBN-13: 9781461389163
Publisher: Springer
Language: English
Published: 10/21/2011
Pages: 422
Format: Paperback
Weight: 1.35lbs
Size: 9.21h x 6.14w x 0.89d