Description
Book SynopsisIn recent years there has been a growing interest in the application of the mathematical functions known as wavelets to a broad range of statistical problems. This pioneering, state-of-the-art book focuses on those applications.
Trade ReviewIt is well written and organized with compact derivations and extensive references and can serve as a very good reference on the exciting topic of wavelets. (Technometrics, August 2000, Vol. 42, No. 3) It is clearly an important and valuable addition to the area and deserves to be widely known and used.--(Statistics and Decisions, Volume 19, No.1, 2001)
"...an important and valuable addition to the area and deserves to be widely known and used." (Statistics and Decisions, Vol. 19, No. 1)
"It is clearly an important and valuable addition to the area and deserves to be widely known and used..." (Statistics & Decisions, Vol 19/1, 2001)
Table of ContentsPrerequisites.
Wavelets.
Discrete Wavelet Transformations.
Some Generalizations.
Wavelet Shrinkage.
Density Estimation.
Bayesian Methods in Wavelets.
Wavelets and Random Processes.
Wavelet-Based Random Variables and Densities.
Miscellaneous Statistical Applications.
References.
Indexes.
