Handbook of probability /

• Main Author: Florescu, Ionuţ, 1973-
• Other Authors: Tudor, Ciprian, 1973-
• Format: eBook
• Language: English
• Published: Hoboken, New Jersey : Wiley, 2013.
• Series: Wiley handbooks in applied statistics.
• Subjects: Probabilities.; MATHEMATICS > Applied.; MATHEMATICS > Probability & Statistics > General.; Wahrscheinlichkeitsrechnung.; Electronic books.

THE COMPLETE COLLECTION NECESSARY FOR A CONCRETE UNDERSTANDING OF PROBABILITY Written in a clear, accessible, and comprehensive manner, the Handbook of Probability presents the fundamentals of probability with an emphasis on the balance of theory, application, and methodology. Utilizing basic exampl...

Table of Contents:

• Probability Space
• Probability Measure
• Random Variables : Generalities
• Random Variables : the Discrete Case
• Random Variables : the Continuous Case
• Generating Random Variables
• Random Vectors in Rn
• Characteristic Function
• Moment Generating Function
• Gaussian Random Vectors
• Convergence Types : A.S. Convergence, LP Convergence, Convergence in Probability
• Limit Theorems
• Appendix A: Integration Theory : General Expectations
• Appendix B: Inequalities Involving Random Variables and Their Expectations.