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Helmut Finner
Edgeworth expansions for Student's t-statistic
Three Maple worksheets are availble for
the
computation
of higher order Edgeworth expansions for Student's t-statistic
1) Finner-Dickhaus-Chung.mws
Computation based on Chung (1946)
2) Finner-Dickhaus-Bartlett-Gayen.mws
Computation based on Bartlett (1935) and
Gayen (1949)
3) Finner-Dickhaus-Hall.mws
Computation based on a smooth function
approach
described in Hall (1992)
PDF files of these Maple Worksheets with output are also available:
1) Finner-Dickhaus-Chung.pdf
2) Finner-Dickhaus-Bartlett-Gayen.pdf
3) Finner-Dickhaus-Hall.pdf
References:
Finner, H., Dickhaus, T. (2010).
Edgeworth
expansions and rates of convergence for
normalized sums: Chung's 1946 method revisited.
Statistics and Probability Letters 80(23-24), 1875-1880.
Bartlett, M. S. (1935). The effect of non-normality on the t
distribution. Proc. Camb.
Philos. Soc. 31, 223-231.
Chung, K.-L. (1946). The approximate
distribution of Student’s statistics. Ann.
Math. Stat. 17, 447-465.
Gayen, A. K. (1949). The
distribution
of ‘Student’s’ t in random samples of any
size
drawn from non-normal universes. Biometrika
36,
353-369.
Hall, P. (1987). Edgeworth expansion for Student’s t statistic
under
minimal moment
conditions. Ann. Prob. 15, 920-931.
Hall, P. (1992). The bootstrap and Edgeworth expansion. Springer
Series
in Statistics,
New York.
Hsu, P. L. (1945). The approximate distributions of the mean and
variance of a
sample of independent variables. Ann. Math. Stat. 16, 1-29.
Wallace, D. L. (1958). Asymptotic approximations to
distributions. Ann. Math.
Stat.
29, 635-654.