Applied Probability

• Κύριος συγγραφέας: Lange, Kenneth (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York, 2010.
• Έκδοση: Second.
• Σειρά: Springer Texts in Statistics,
• Θέματα: Statistics.; Mathematical statistics.; Computer simulation.; Computer mathematics.; Probabilities.; Biomathematics.; Statistical Theory and Methods.; Probability Theory and Stochastic Processes.; Probability and Statistics in Computer Science.; Mathematical and Computational Biology.; Computational Mathematics and Numerical Analysis.; Simulation and Modeling.

Applied Probability presents a unique blend of theory and applications, with special emphasis on mathematical modeling, computational techniques, and examples from the biological sciences. It can serve as a textbook for graduate students in applied mathematics, biostatistics, computational biology,...

Πίνακας περιεχομένων:

• Basic Notions of Probability Theory
• Calculation of Expectations
• Convexity, Optimization, and Inequalities
• Combinatorics
• Combinatorial Optimization
• Poisson Processes
• Discrete-Time Markov Chains
• Continuous-Time Markov Chains
• Branching Processes
• Martingales
• Diffusion Processes
• Asymptotic Methods
• Numerical Methods
• Poisson Approximation
• Number Theory
• Appendix: Mathematical Review.