A comparison of asymptotic error rate expansions for the sample linear discriminant function

@article{Wyman1990ACO,
  title={A comparison of asymptotic error rate expansions for the sample linear discriminant function},
  author={Frank J. Wyman and Dean M. Young and Danny W. Turner},
  journal={Pattern Recognition},
  year={1990},
  volume={23},
  pages={775-783}
}
-Several asymptotic expansions for approximating the expected or unconditional probability of mJsclassification for the sample linear discriminant function are compared for accuracy in terms of yielding the smallest mean absolute deviation from the exact value for 104 population configurations. The actual expected probabilities of misclassification are found via Monte Carlo simulation. A simple and relatively obscure asymptotic expansion derived by Raudys (Tech. Cybern. 4, 168-174, 1972) is… CONTINUE READING

Citations

Publications citing this paper.
Showing 1-10 of 22 extracted citations

Results in statistical discriminant analysis : a review of the former Soviet Union literature

unas Raudys, Dean M. Youngb
2005
View 4 Excerpts
Highly Influenced

References

Publications referenced by this paper.
Showing 1-10 of 17 references

The investigation of risk for statistical classifiers using minimum estimators

Y. S. Kharin
Theory Prob. Appl • 1984

Asymptotic expansions of the means and variances of error rates

M. J. Schervish
Biometrika 68, • 1981

The distributions of the actual error rates in linear discriminant analysis

J. W. Sayre
J. Am. star. Assoc • 1980

An asymptotic expansion of the distribution of the studentized classification statistic W

T. W. Anderson
Ann. stat • 1973

On the amount of priori information in designing the classification algorithm

S. Raudys
Tech. Cybern • 1972

Correction to an asymptotic expansion for the distribution of the linear discriminant function, Ann

M. Okamoto
math. Star • 1968

An asymptotic expansion for the distribution of the linear discriminant function, Ann

M. Okamoto
math. Star • 1963

Errors in discrimination

S. John
Ann. math. Stat. 32, • 1961

John , Errors in discrimination

S.
Ann . math . Stat . • 1961

Similar Papers

Loading similar papers…