Basics of Modern Mathematical Statistics Exercises and Solutions /

• Main Authors: Härdle, Wolfgang Karl (Author), Spokoiny, Vladimir (Author), Panov, Vladimir (Author), Wang, Weining (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
• Series: Springer Texts in Statistics,
• Subjects: Statistics.; Statistical Theory and Methods.; Statistics, general.; Statistics for Business/Economics/Mathematical Finance/Insurance.

The complexity of today’s statistical data calls for modern mathematical tools. Many fields of science make use of mathematical statistics and require continuous updating on statistical technologies. Practice makes perfect, since mastering the tools makes them applicable. Our book of exercises and s...

Table of Contents:

• Basics
• Parameter Estimation for an i.i.d. Model
• Parameter Estimation for a Regression Model
• Estimation in Linear Models
• Bayes Estimation
• Testing a Statistical Hypothesis
• Testing in Linear Models
• Some Other Testing Methods.  .