Sidney I. Resnick Bücher




A Probability Path
- 453 Seiten
- 16 Lesestunden
Designed for graduate students across various disciplines, this advanced primer focuses on the principles of probability and their practical applications in research projects. It serves as a vital resource for those in biology, engineering, finance, and more, ensuring a comprehensive understanding of probability concepts relevant to fields beyond mathematics.
Focusing on heavy-tail analysis, this text offers a comprehensive blend of mathematical, probabilistic, and statistical tools essential for understanding and modeling heavy-tailed distributions. It emphasizes probability modeling alongside statistical methods for fitting these models, making it a valuable resource for researchers and practitioners interested in this specialized area of statistics.
Adventures in Stochastic Processes
- 640 Seiten
- 23 Lesestunden
Focusing on stochastic processes, this textbook offers an engaging and accessible approach to modeling time-varying randomness. It features numerous examples, exercises, and computational procedures, making it suitable for students across various applied sciences. The content is modularized, clearly distinguishing between rigorous proofs and plausibility arguments, catering to both beginners and those with a strong background. Designed for readers with a graduate-level understanding of pre-measure theoretic probability, it avoids advanced conditioning concepts until later chapters.