ENGLISH

Bootstrapping: a nonparametric approach to statistical inference, Issues 94-95

By Christopher Z. Mooney , Robert D. Duval , Robert Duval

Book information

Publisher
SAGE
Year
1993
ISBN
080395381X, 9780803953819
LCC
HA31.2 .M66 1993
Google Books ID
ZxaRC4I2z6sC
Open Library ID
OL1397683M
Language
english
Format
EPUB
Filesize
293 kB (300405 bytes)
Edition
1
Pages
\0
Time added
2011-08-31 04:54:40

Description

Bootstrapping, a computational nonparametric technique for "re-sampling," enables researchers to draw a conclusion about the characteristics of a population strictly from the existing sample rather than by making parametric assumptions about the estimator. Using real data examples from per capita personal income to median preference differences between legislative committee members and the entire legislature, Mooney and Duval discuss how to apply bootstrapping when the underlying sampling distribution of the statistics cannot be assumed normal, as well as when the sampling distribution has no analytic solution. In addition, they show the advantages and limitations of four bootstrap confidence interval methods: normal approximation, percenti

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