Topics in Stochastic Analysis and Nonparametric Estimation

To assess the past achievement and to provide a road map for future research, an IMA participating institution conference entitled "Conference on Asymptotic Analysis in Stochastic Processes, Nonparametric Estimation, and Related Problems" was held at Wayne State University, September 15-17...

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Corporate Author: SpringerLink (Online service)
Other Authors: Chow, Pao-Liu (Editor), Mordukhovich, Boris S. (Editor), Yin, G. George (Editor)
Format: eBook
Published: New York, NY Springer New York 2008, 2008
Edition:1st ed. 2008
Series:The IMA Volumes in Mathematics and its Applications
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Convergence of the Markov Chain Approximation Method
  • Nonparametric Estimation
  • On the Estimation of an Analytic Spectral Density Outside of the Observation Band
  • On Oracle Inequalities Related to High Dimensional Linear Models
  • Hypothesis Testing under Composite Functions Alternative
  • Stochastic Partial Differential Equations
  • On Parabolic Pdes and Spdes in Sobolev Spaces W P 2 without and with Weights
  • Stochastic Parabolic Equations of Full Second Order