George R. Terrell

Mathematical Statistics (eBook, PDF)

A Unified Introduction

• Format: PDF

Produktbeschreibung

This book provides a calculus-based introduction to mathematical statistics. The book integrates probability and statistics, distribution theory and inference, and estimation and hypothesis testing. It will serve as an important reference for students in statistics and applied disciplines.

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Produktdetails

• Verlag: Springer US
• Seitenzahl: 454
• Erscheinungstermin: 6. April 2006
• Englisch
• ISBN-13: 9780387227696
• Artikelnr.: 43998636

Inhaltsangabe

Aus dem Inhalt:
Getting Started
Structural Models for Data
Least Squares Methods
Combinatorial Probability
Other Probability Models
Discrete Random Variables I: The Hypergeometric Process
Discrete Random Variables II: The Bernoulli Process
Random Vectors and Random Samples
Maximum Likelihood Estimates for Discrete Models
Continuous Random Variables I: The Gamma and Beta Families
Continuous Random Variables II: Expectations and the Normal Family. Continuous Random Vectors
Sampling Statistics for the Linear Model
Representing Distributions.

Rezensionen

"The book is very easy and enjoyable to read ... it offers a refreshing point of view in an area which has been dominated by texts following almost exclusively by theoretical expositions."
Short Book Reviews, Vol. 20/2, August 2000