Applied Probability and Statistics

• Κύριος συγγραφέας: Lefebvre, Mario (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York, 2006.
• Θέματα: 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...

Πίνακας περιεχομένων:

• 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.