Applied Probability and Statistics

• Main Author: Lefebvre, Mario (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2006.
• Subjects: Mathematics.; Mathematical statistics.; Probabilities.; Statistics.; Probability Theory and Stochastic Processes.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Probability and Statistics in Computer Science.

This text is designed for a one-semester course on Probability and Statistics. The exposition unfolds systematically from an introductory chapter to such topics as random variables and vectors, stochastic processes, estimation, testing and regression. The topics are well chosen and the presentation...

Table of Contents:

• Introduction
• Elementary Probabilities
• Random Variables
• Random Vectors
• Stochastic Processes
• Estimation and Testing
• Simple Linear Regression
• Appendices: Mathematical Formulas
• Quantiles – Sampling Distributions
• Classification of the Exercises
• Answers – Multiple Choice Questions
• Answers to Selected Exercises.