Computer intensive methods in statistics /

This textbook gives an overview of statistical methods that have been developed during the last years due to increasing computer use, including random number generators, Monte Carlo methods, Markov Chain Monte Carlo (MCMC) methods, Bootstrap, EM algorithms, SIMEX, variable selection, density estimat...

Full description

Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Zwanzig, Silvelyn (Author), Mahjani, Behrang (Author)
Format: Electronic eBook
Language:Inglés
Published: Boca Raton : CRC Press LLC, [2020]
Subjects:
Statistics > Data processing.
Statistique > Informatique.
BUSINESS & ECONOMICS > Statistics.
COMPUTERS > Database Management > Data Mining.
MATHEMATICS > Probability & Statistics > General.
Statistics > Data processing
Online Access:Texto completo
Table of Contents:
  • Random variable generation
  • Monte Carlo methods
  • Bootstrap
  • Simulation based methods
  • Density estimation
  • Nonparametric regression

Similar Items