Name: Mathematical Statistics with Applications in R (en Inglés)
SKU: 66885442
Price: 169.84 USD
Availability: InStock
Author: Ramachandran, Kandethody M.; Tsokos, Chris P.

portada Mathematical Statistics with Applications in R (en Inglés)

Mathematical Statistics with Applications in R (en Inglés)

Formato

Libro Físico

Editorial

Academic Press

Autor

Ramachandran, Kandethody M.; Tsokos, Chris P.

Idioma

Inglés

N° páginas

730

Encuadernación

Tapa Blanda

ISBN13

9780443275487

Mathematical Statistics with Applications in R (en Inglés)

Ramachandran, Kandethody M.; Tsokos, Chris P. (Autor) · Academic Press · Tapa Blanda

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Reseña del libro "Mathematical Statistics with Applications in R (en Inglés)"

Mathematical Statistics with Applications in R, Fourth Edition, offers a modern calculus-based theoretical introduction to mathematical statistics and applications that spans numerous foundational and essential concepts in the field. The book covers many modern statistical computational and simulation concepts, including Exploratory Data Analysis, the Jackknife, bootstrap methods, the EM algorithms, and Markov chain Monte Carlo (MCMC) methods such as the Metropolis algorithm, Metropolis-Hastings algorithm and the Gibbs sampler. The final chapter of the book provides a step-by-step approach to modelling, analysis, and interpretation data from real-world applications, from the environment and cyber security to health and finance. By combining discussion on the theory of statistics with a wealth of engaging, real-world applications, this book helps students approach statistical problem-solving in a logical manner with accessible, step-by-step procedures on relatable topics. Computational aspects are covered through R and SAS examples.