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Full Description
For courses in Mathematical Statistics
Introducing the principles of statistics and data modeling
Introduction to Mathematical Statistics and Its Applications, 6th Edition is a high-level calculus student's first exposure to mathematical statistics. This book provides students who have already taken three or more semesters of calculus with the background to apply statistical principles. Meaty enough to guide a two-semester course, the book touches on both statistics and experimental design, which teaches students various ways to analyze data. It gives computational-minded students a necessary and realistic exposure to identifying data models.
Contents
Introduction
Probability
Random Variables
Special Distributions
Estimation
Hypothesis Testing
Inferences Based on the Normal Distribution
Types of Data: A Brief Overview
Two-Sample Inferences
Goodness-of-Fit Tests
Regression
The Analysis of Variance
Randomized Block Designs
Nonparametric Statistics