ABSTRACT

This book focuses on computer intensive statistical methods, such as validation, model selection, and bootstrap, that help overcome obstacles that could not be previously solved by methods such as regression and time series modelling in the areas of economics, meteorology, and transportation.

chapter 1|11 pages

Prelude

chapter 2|12 pages

Computer intensive philosophy

chapter 3|33 pages

Cross validation

chapter 4|28 pages

Validation of time series problems

chapter 5|46 pages

Statistical bootstrap

chapter 6|84 pages

Further bootstrap results

chapter 7|39 pages

Computer intensive applications