Computer Intensive Statistical Methods

Applies new computer methods in statistical analysis of data to science, economics, reliability, meteorology, medicine and transportation. The book introduces the "bootstrap" method at elementary and advanced levels, gives examples of computer programmes and shows the theory of the new methodology.
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.