Computational Probability Algorithms and Applications in the Mathematical Sciences /

• Main Authors: Drew, John H. (Author), Evans, Diane L. (Author), Glen, Andrew G. (Author), Leemis, Lawrence M. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Edition: 2nd ed. 2017.
• Series: International Series in Operations Research & Management Science, 246
• Subjects: Business.; Operations research.; Decision making.; Probabilities.; Statistics.; Business and Management.; Operation Research/Decision Theory.; Statistics and Computing/Statistics Programs.; Probability Theory and Stochastic Processes.

This new edition includes the latest advances and developments in computational probability involving A Probability Programming Language (APPL). The book examines and presents, in a systematic manner, computational probability methods that encompass data structures and algorithms. The developed tech...

Table of Contents:

• Computational Probability
• Maple for APPL
• Data Structures and Simple Algorithms
• Transformations of Random Variables
• Bivariate Transformations of Random Variables
• Products of Random Variables
• Data Structures and Simple Algorithms
• Sums of Independent Discrete Random Variables
• Order Statistics for Random Sampling from Discrete Populations
• Reliability and Survival Analysis
• Symbolic ARMA Model Analysis
• Stochastic Simulation
• Transient Queueing Analysis
• Bayesian Applications
• Other Applications. .