An Introduction to the Bootstrap
Book Details
Format
Hardback or Cased Book
ISBN-10
0412042312
ISBN-13
9780412042317
Publisher
Taylor & Francis Ltd
Imprint
Chapman & Hall/CRC
Country of Manufacture
US
Country of Publication
GB
Publication Date
May 15th, 1994
Print length
456 Pages
Weight
754 grams
Dimensions
23.50 x 15.90 x 2.80 cms
Product Classification:
Probability & statisticsApplied mathematics
Ksh 28,800.00
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An exploration of the many different bootstrap techniques. It discusses useful statistical techniques through real data examples and covers nonparametric regression, density estimation, classification trees, and least median squares regression. There are numerous exercises.
Statistics is a subject of many uses and surprisingly few effective practitioners. The traditional road to statistical knowledge is blocked, for most, by a formidable wall of mathematics. The approach in An Introduction to the Bootstrap avoids that wall. It arms scientists and engineers, as well as statisticians, with the computational techniques they need to analyze and understand complicated data sets.
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