TY - BOOK AU - Lahiri,S N TI - Resampling methods for dependent data SN - 0387009280 U1 - 519.54 PY - 2004/// CY - New York PB - Springer KW - Resampling (Statistics) N1 - This book gives a detailed account of bootstrap methods and their properties for dependent data, covering a wide range of topics such as block bootstrap methods, bootstrap methods in the frequency domain, resampling methods for long-range dependent data, and resampling methods for spatial data. The first five chapters the book treat the theory and applications of block bootstrap methods at the level of a graduate text. The rest of the book is written .as a research monograph, with frequent references to the literature, but mostly at a level accessible to grade students familiar with basic concepts in statistics. Supplemental background material is added in the discussion of such important issues as second-order properties of bootstrap methods, bootstrap under long-range dependence, and trap for extremes and heavy tailed dependent data ER -