Examples in Parametric Inference with R

• Main Author: Dixit, Ulhas Jayram (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2016.
• Subjects: Statistics.; Mathematical statistics.; Statistical Theory and Methods.; Statistics and Computing/Statistics Programs.; Probability and Statistics in Computer Science.

This book discusses examples in parametric inference with R. Combining basic theory with modern approaches, it presents the latest developments and trends in statistical inference for students who do not have an advanced mathematical and statistical background. The topics discussed in the book are f...

Table of Contents:

• Prerequisite
• Chapter 1. Sufficiency and Completeness
• Chapter 2. Unbiased Estimation
• Chapter 3. Moment and Maximum Likelihood Estimators
• Chapter 4. Bound for the Variance
• Chapter 5. Consistent Estimator
• Chapter 6. Bayes Estimator
• Chapter 7. Most Powerful Test
• Chapter 8. Unbiased and Other Tests
• Bibliography.