Computational Statistics

Computational Statistics

Geof H. Givens

This new version keeps to function a entire advisor to trendy and classical equipment of statistical computing.  The booklet is constituted of 4 major elements spanning the field:

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

Within those sections,each bankruptcy contains a entire creation and step by step implementation summaries to accompany the reasons of key methods.  the hot variation contains up-to-date insurance and present subject matters in addition to new subject matters corresponding to adaptive MCMC and bootstrapping for correlated data.  The e-book web site now contains finished R code for the whole book.  There are vast workouts, actual examples, and precious insights approximately tips to use the tools in practice.

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