Examples in Parametric Inference with R

• Κύριος συγγραφέας: Dixit, Ulhas Jayram (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2016.
• Θέματα: 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...

Πίνακας περιεχομένων:

• 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.