Probability with Statistical Applications

• Main Author: Schinazi, Rinaldo B. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Boston : Birkhäuser Boston, 2012.
• Subjects: Mathematics.; Applied mathematics.; Engineering mathematics.; Probabilities.; Statistics.; Probability Theory and Stochastic Processes.; Applications of Mathematics.; Statistical Theory and Methods.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

"This book is well-written and the presentation is clear and concise. The text is intended for a one-semester course for undergraduates, but it can also serve as a basis for a high-school course. The level of the book is very elementary and in most of the chapters of the book only basic calculu...

Table of Contents:

• Preface to the Second Edition
• Preface
• Probability Space
• Random Variables
• Binomial and Poisson Random Variables
• Limit Theorems
• Estimation and Hypothesis Testing
• Linear Regression
• Moment Generating Functions and Sums of Independent Random Variables
• Transformations of Random Variables and Random Vectors
• Finding and Comparing Estimators
• Multiple Linear Regression
• Further Reading
• Common Distributions
• Normal Table
• Student Table
• Chi-Square Table
• Index.