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This textbook addresses postgraduate students in applied mathematics, probability, and statistics, as well as computer scientists, biologists, physicists and economists, who are seeking a rigorous introduction to applied stochastic processes.
Basic optimization principles are presented with emphasis on gradient-based numerical optimization strategies and algorithms for solving both smooth and noisy discontinuous optimization problems.
After first setting up the basic tools needed for the study of queuing theory, the authors concentrate on complicated systems: multi-server systems... Læs mere
After first setting up the basic tools needed for the study of queuing theory, the authors concentrate on complicated systems: multi-server systems... Læs mere
This book explores missing data techniques and provides a detailed and easy-to-read introduction to multiple imputation, covering the theoretical aspects of the topic and offering hands-on help with the implementation.
Topics covered in the book include: sampling distributions, properties of estimators, confidence intervals, hypothesis testing, ANOVA, and fitting a straight line... Læs mere