The idea for this book came from the time the authors spent at the Statistics and Applied
Mathematical Sciences Institute (SAMSI) in Research Triangle Park in North Carolina …

Appropriate for a one-semester course, this self-contained book is an introduction to
nonparametric curve estimation theory. It may be used for teaching graduate students in …

High-dimensional data are nowadays rule rather than exception in areas like information
technology, bioinformatics or astronomy, to name just a few. The word “high-dimensional” …

Springer Series in Statistics Page 1 Springer Series in Statistics Advisors: P. Bickel, P. Diggle, S.
Fienberg, U. Gather, I. Olkin, S. Zeger The French edition of this work that is the basis of this …

Stochastic differential equations model stochastic evolution as time evolves. These models
have a variety of applications in many disciplines and emerge naturally in the study of many …

This monograph is written for advanced Master's students, Ph. D. students, and researchers
in mathematical statistics and decision theory. It should be useful not only as a basis for …

An early experiment that conceives the basic idea of Monte Carlo computation is known as"
Buffon's needle"(Dorrie 1965), first stated by Georges Louis Leclerc Comte de Buffon in …

Although they play a fundamental role in nearly all branches of mathematics, inequalities
are usually obtained by ad hoc methods rather than as consequences of some underlying …

This is a concise text developed from lecture notes and ready to be used for a course on the
graduate level. The main idea is to introduce the fundamental concepts of the theory while …