A Course in Mathematical Statistics

Other | March 1, 1997

byRoussas, George G., George G. Roussas

not yet rated|write a review
A Course in Mathematical Statistics, Second Edition, contains enough material for a year-long course in probability and statistics for advanced undergraduate or first-year graduate students, or it can be used independently for a one-semester (or even one-quarter) course in probability alone. It bridges the gap between high and intermediate level texts so students without a sophisticated mathematical background can assimilate a fairly broad spectrum of the theorems and results from mathematical statistics. The coverage is extensive, and consists of probability and distribution theory, and statistical inference.


* Contains 25% new material
* Includes the most complete coverage of sufficiency
* Transformation of Random Vectors
* Sufficiency / Completeness / Exponential Families
* Order Statistics
* Elements of Nonparametric Density Estimation
* Analysis of Variance (ANOVA)
* Regression Analysis
* Linear Models

Pricing and Purchase Info

$103.09 online
$133.86 list price (save 22%)
In stock online
Ships free on orders over $25

From the Publisher

A Course in Mathematical Statistics, Second Edition, contains enough material for a year-long course in probability and statistics for advanced undergraduate or first-year graduate students, or it can be used independently for a one-semester (or even one-quarter) course in probability alone. It bridges the gap between high and intermed...

George G. Roussas earned a B.S. in Mathematics with honors from the University of Athens, Greece, and a Ph.D. in Statistics from the University of California, Berkeley. As of July 2014, he is a Distinguished Professor Emeritus of Statistics at the University of California, Davis. Roussas is the author of five books, the author or co-au...

other books by Roussas, George G.

see all books by Roussas, George G.
Format:OtherDimensions:572 pages, 1 × 1 × 1 inPublished:March 1, 1997Publisher:Academic PressLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:0080493149

ISBN - 13:9780080493145

Customer Reviews of A Course in Mathematical Statistics

Reviews

Extra Content

Table of Contents

Concepts of Set Theory
Some Probabilistic Concepts and Results
On Random variables and Their Distributions
Distribution Functions, Probability Densities, and their Relationships
Moments of Random Variables-Some Moment and Probability Inequalities
Characteristic Functions, Moment Generating
Functions, and Related Theorems
Stochastic Independence with Some Applications
Basic Limit Theorems
Transformations of Random Variables and Random
Vectors
Order Statistics and Related Theorems
Sufficiency and Related Theorems
Point Estimation
Testing Hypotheses
Sequential Procedures
Confidence Regions-Tolerance Intervals
The General Linear Hypothesis
Analysis of Variance
The Multivariate Normal Distribution
Quadratic Forms
Nonparametric Inference
Appendices
Table of Selected Discrete and Continuous
Distributions and Some of their Characteristics
Some Notation and Abbreviations