Mathematical Statistics A Unified Introduction /

• Main Author: Terrell, George R. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 1999.
• Series: Springer Texts in Statistics,
• Subjects: Statistics.; Probabilities.; Statistical Theory and Methods.; Probability Theory and Stochastic Processes.

Whyanothertextbook? The statistical community generally agrees that at the upper undergraduate level, or the beginning master’s level, students of statistics should begin to study the mathematical methods of the ?eld. We assume that by thentheywillhavestudiedtheusualtwo yearcollegesequence,including...

Table of Contents:

• 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.