Details

Autor(en) / Beteiligte

• Ramachandran, Kandethody M
• Tsokos, Chris P

Titel

Mathematical Statistics with Applications in R

Auflage

3rd edition.

Ort / Verlag

San Diego: Elsevier Science & Technology

Erscheinungsjahr

2020

Link zum Volltext

Quelle

ScienceDirect eBooks

Beschreibungen/Notizen

• Mathematical Statistics with Applications in R, Third Edition, offers a modern calculus-based theoretical introduction to mathematical statistics and applications. The book covers many modern statistical computational and simulation concepts that are not covered in other texts, such as 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. By combining discussion on the theory of statistics with a wealth of real-world applications, the book helps students to approach statistical problem-solving in a logical manner. Step-by-step procedure to solve real problems make the topics very accessible.