Products of Random Variables explores the theory of products of random variables through from distributions and limit theorems, to characterizations, to applications in physics, order statistics, and number theory. It uses entirely probabilistic arguments in actualizing the potential of the asymptotic theory of products of independent random variables and obtaining results with dependent variables using a new Bonferroni-type argument.
Systematically and comprehensively tracks the progression of research completed in the area over the last twenty years.
Well-indexed and well-referenced, Products of Random VariablesClarifies foundational concepts such as symmetric and limiting distributions of products
Examines various limit theorems, from logarithmically Poisson distributions to triangular arrays
Explores characterization theorems, detailing normal, Cauchy, and bivariate distributions
Describes models of interactive particles
Elucidates dual systems of interactive particles, dual systems of increasing size, and random walks
Covers the Kubilius-Turán inequality and distributions for multiplicative functions
Probes sequences of prime divisors and prime numbers
Discusses Markov chains, Hilbert spaces, and quotients of random variables
Presents income growth models and numerous other applied models tapping products of random variables
Authored by eminent scholars in the field, this volume is an important research reference for applied mathematicians, statisticians, physicists, and graduate students in these disciplines.
- ISBN10 0824754026
- ISBN13 9780824754020
- Publish Date 20 July 2004
- Publish Status Active
- Publish Country US
- Publisher Taylor & Francis Inc
- Imprint CRC Press Inc
- Format Hardcover
- Pages 338
- Language English