Computational Statistics (Wiley Series in Computational by Geof H. Givens,Jennifer A. Hoeting

By Geof H. Givens,Jennifer A. Hoeting

This re-creation maintains to function a finished consultant to trendy and classical equipment of statistical computing.  The booklet is constructed from 4 major elements spanning the field:

  • Optimization
  • Integration and Simulation
  • Bootstrapping
  • Density Estimation and Smoothing

Within those sections,each bankruptcy incorporates a complete advent and step by step implementation summaries to accompany the reasons of key methods.  the recent variation contains up-to-date assurance and current subject matters in addition to new issues resembling adaptive MCMC and bootstrapping for correlated data.  The publication web site now contains accomplished R code for the whole book.  There are vast routines, actual examples, and worthy insights approximately the way to use the tools in practice.

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