Yasmine Fourar (4 results)

Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware 76 pp. Englisch.

Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This book develops the core numerical methods used in modern statistical computing, with an emphasis on Monte Carlo techniques and their theoretical foundations. Starting from basic probability concepts, the text covers the simulation of random variables, the estimation of integrals via Monte Carlo, and practical variance reduction strategies that improve computational efficiency. It then addresses the challenges of Bayesian inference, introducing Markov chain Monte Carlo algorithms as tools for sampling from complex, high¿dimensional distributions. The treatment extends to stochastic differential equations, where numerical discretisation schemes such as Euler-Maruyama and Milstein are presented for simulating continuous¿time processes. Throughout, the material balances mathematical rigor with algorithmic implementation, supported by examples and step¿by¿step procedures. The book is designed for graduate students and researchers in statistics, data science, finance, and engineering who need a practical yet theoretically sound introduction to computational statistics.…

Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware 76 pp. Englisch.

Taschenbuch. Condition: Neu. Statistical Simulation and Computational Methods | Monte Carlo, MCMC, and Stochastic Differential Equations | Yasmine Fourar | Taschenbuch | Englisch | 2026 | GlobeEdit | EAN 9786209907302 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu Print on Demand. …