A course in mathematical statistics

✍ Scribed by George G. Roussas

• Book ID: 127426324
• Publisher: Academic Press
• Year: 1997
• Tongue: English
• Weight: 2 MB
• Edition: 2nd ed
• Category: Library
• City: San Diego, Calif
• ISBN: 1429483504

✦ Synopsis

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