Stochastic Processes with R - Olga Korosteleva

Stochastic Processes with R

An Introduction
Buch | Softcover
190 Seiten
2024
Chapman & Hall/CRC (Verlag)
978-1-032-15473-2 (ISBN)
56,10 inkl. MwSt
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

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.

1 Stochastic Process. Discrete-time Markov Chain 2 Random Walk 3 Poisson Process 4 Nonhomogeneous Poisson Process 5 Compound Poisson Process 6 Conditional Poisson Process 7 Birth-and-Death Process 8 Branching Process 9 Brownian Motion

Erscheinungsdatum
Reihe/Serie Chapman & Hall/CRC Texts in Statistical Science
Zusatzinfo 57 Line drawings, color; 57 Illustrations, color
Sprache englisch
Maße 156 x 234 mm
Gewicht 360 g
Themenwelt Mathematik / Informatik Mathematik
ISBN-10 1-032-15473-X / 103215473X
ISBN-13 978-1-032-15473-2 / 9781032154732
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich
Von Logik und Mengenlehre bis Zahlen, Algebra, Graphen und …

von Bernd Baumgarten

Buch | Softcover (2024)
De Gruyter Oldenbourg (Verlag)
74,95
fundiert, vielseitig, praxisnah

von Friedhelm Padberg; Christiane Benz

Buch | Softcover (2021)
Springer Berlin (Verlag)
32,99
Analysis und Lineare Algebra mit Querverbindungen

von Tilo Arens; Rolf Busam; Frank Hettlich; Christian Karpfinger …

Buch | Hardcover (2022)
Springer Spektrum (Verlag)
64,99