TY - BOOK
AU - Rizzo,Maria L.
TI - Statistical computing with R
SN - 1-58488-545-9
PY - 2008///
CY - Boca Raton
PB - Chapman & Hall
KW - R (Lenguaje de programación)
KW - Estadística
KW - Proceso de datos
KW - Análisis numérico
N1 - Índice; Bibliografía: p. 375-393
N2 - Focusing on implementation rather than theory, "Statistical Computing with R" serves as a valuable tutorial, providing examples that illustrate programming concepts in the context of practical computational problems. This book presents an overview of computational statistics with an introduction to the R computing environment. Reviewing basic concepts in probability and classical statistical inference, the text demonstrates every algorithm through fully implemented examples coded in R. Chapters cover topics such as Monte Carlo methods, clustering, bootstrap, nonparametric regression, density estimation, and goodness-of-fit. Many exercises are included for the students while a solutions manual is included for the instructor
ER -