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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2016.10
- 수록면
- 1,399 - 1,412 (14page)
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초록· 키워드
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We compare many normality tests consisting of different sources of information extracted from the given data: Anderson-Darling test, Kolmogorov-Smirnov test, Cramer-von Mises test, Shapiro-Wilk test, Shaprio-Francia test, Lilliefors, Jarque-Bera test, D'Agostino' D, Doornik-Hansen test, Energy test and Martinzez-Iglewicz test. For the purpose of comparison, those tests are applied to the various types of data generated from skewed distribution, unsymmetric distribution, and distribution with different length of support. We then summarize comparison results in terms of two things: type I error control and power. The selection of the best test depends on the shape of the distribution of the data, implying that there is no test which is the most powerful for all distributions.
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참고문헌 (31)
참고문헌 신청
[학술지(정기간행물)] - Anderson, T. W. / 1962 / On the distribution of the two-sample Cramer-von Mises criterion / The Annals of Mathematical Statistics 33 : 1148 ~ 1159
[학술지(정기간행물)] - Anscombe, F. J. / 1983 / Distribution of the kurtosis statistic b2 for normal samples / Biometrika 70 : 227 ~ 234
[학술지(정기간행물)] - Bajgier, S. M. / 1991 / Powers of goodness-of-t tests in detecting balanced mixed normal distributions / Educational and Psychological Measurement Summer 51 : 253 ~ 269
[학술지(정기간행물)] - Bowman, K. O. / 1975 / Omnibus contours for departures from normality based on pb1and b2 / Biometrika 43 : 243 ~ 250
[단행본] - Conover, W. J. / 1999 / Practical nonparametric statistics / Wiley
[학술지(정기간행물)] - Anscombe, F. J. / 1983 / Distribution of the kurtosis statistic b2 for normal samples / Biometrika 70 : 227 ~ 234
[학술지(정기간행물)] - Bajgier, S. M. / 1991 / Powers of goodness-of-t tests in detecting balanced mixed normal distributions / Educational and Psychological Measurement Summer 51 : 253 ~ 269
[학술지(정기간행물)] - Bowman, K. O. / 1975 / Omnibus contours for departures from normality based on pb1and b2 / Biometrika 43 : 243 ~ 250
[단행본] - Conover, W. J. / 1999 / Practical nonparametric statistics / Wiley
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UCI(KEPA) : I410-ECN-0101-2018-041-001378632