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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.
In engineering work and other practical situations, methods of a
non-stop character are often needed. The computer intensive methods
outlined in this book should show how to pass many obstacles that
could not previously be overcome. Much emphasis in this book is
placed on applications in science, economics, reliability,
meteorology, medicine and transportation. In principle every area
where data deserve statistical analyses there is a relevant
application of these new methods. This book is aimed at classically
educated statisticians as well as the younger generation.
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