Stochastic Processes with R: An Introduction (Chapman & Hall/CRC Texts in Statistical Science) - Hardcover

Korosteleva, Olga

Hardcover

ISBN 10: 1032153733 ISBN 13: 9781032153735

Publisher: Chapman and Hall/CRC, 2022

Synopsis

Stochastic Processes with R: An Introduction cuts through the heavy theory that is present in most courses on random processes and serves as practical guide to simulated trajectories and real-life applications for stochastic processes. The light yet detailed text provides a solid foundation that is an ideal companion for undergraduate statistics students looking to familiarize themselves with stochastic processes before going on to more advanced courses.

Key Features

• Provides complete R codes for all simulations and calculations
• Substantial scientific or popular applications of each process with occasional statistical analysis
• Helpful definitions and examples are provided for each process
• End of chapter exercises cover theoretical applications and practice calculations

About this title

About the Author

Olga Korosteleva, PhD, is a professor of statistics in the Department of Mathematics and Statistics at California State University, Long Beach (CSULB). She earned her Bachelor’s degree in mathematics in 1996 from Wayne State University in Detroit, and her PhD in statistics from Purdue University in West Lafayette, Indiana, in 2002. Since then she has been teaching statistics and mathematics courses at CSULB.

Edition details

• Publisher: Chapman and Hall/CRC
• Publication date: 2022
• Language: English
• ISBN 10: 1032153733
• ISBN 13: 9781032153735
• Binding: Hardcover
• Edition number: 1
• Number of pages: 190