Parametric Tests for Two Population Means under Normal and Non-Normal Distributions

被引：0

作者：

Nguyen, Diep T. ^{[1
]}

Kim, Eun Sook ^{[2
]}

de Gil, Patricia Rodriguez ^{[1
]}

Kellermann, Anh ^{[1
]}

Chen, Yi-Hsin ^{[1
]}

Kromrey, Jeffrey D. ^{[1
]}

Bellara, Aarti ^{[3
]}

机构：

[1] Univ S Florida, Tampa, FL USA

[2] Univ S Florida, Dept Educ Psychol Studies, Tampa, FL 33620 USA

[3] Univ Connecticut, Storrs, CT USA

来源：

JOURNAL OF MODERN APPLIED STATISTICAL METHODS | 2016年 / 15卷 / 01期

关键词：

Type I error control; statistical power; parametric tests; independent means t-test; Satterthwaite's approximate t-test; conditional t-test;

D O I：

暂无

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

A simulation study was conducted to explore the performance of the independent means t-test, Satterthwaite's approximate t-test, and the conditional t-test under various conditions. Type I error control and statistical power of these testing approaches were examined and guidance provided on the proper selection among them.

引用

页码：141 / 159

页数：19

共 50 条

[21] PROCESS CAPABILITY CALCULATIONS FOR NON-NORMAL DISTRIBUTIONS
CLEMENTS, JA
[J]. QUALITY PROGRESS, 1989, 22 (09) : 95 - 97
[22] Control limits for non-normal unimodal distributions
Meek, GE
Ozgur, C
[J]. DECISION SCIENCES INSTITUTE, 1997 ANNUAL MEETING, PROCEEDINGS, VOLS 1-3, 1997, : 1653 - 1655
[23] On certain non-normal symmetrical frequency distributions
Hansmann, GH
[J]. BIOMETRIKA, 1934, 26 : 129 - 195
[24] Convergence of Known Distributions to Limiting Normal or Non-normal Distributions: An Elementary Ratio Technique
Bagui, Subhash
Mehra, K. L.
[J]. AMERICAN STATISTICIAN, 2017, 71 (03): : 265 - 271
[25] Properties of the spearman correction for attenuation for normal and realistic non-normal distributions
Zimmerman, DW
Williams, RH
[J]. APPLIED PSYCHOLOGICAL MEASUREMENT, 1997, 21 (03) : 253 - 270
[26] Tests for Correlation on Bivariate Non-Normal Data
Beversdorf, L.
Sa, Ping
[J]. JOURNAL OF MODERN APPLIED STATISTICAL METHODS, 2011, 10 (02) : 699 - 709
[27] Sensitivity of Normality Tests to Non-normal Data
Ahad, Nor Aishah
Yin, Teh Sin
Othman, Abdul Rahman
Yaacob, Che Rohani
[J]. SAINS MALAYSIANA, 2011, 40 (06): : 637 - 641
[28] On estimation in conditional heteroskedastic time series models under non-normal distributions
Liu, Shuangzhe
Heyde, Chris C.
[J]. STATISTICAL PAPERS, 2008, 49 (03) : 455 - 469
[29] On estimation in conditional heteroskedastic time series models under non-normal distributions
Shuangzhe Liu
Chris C. Heyde
[J]. Statistical Papers, 2008, 49
[30] RELIABILITY ESTIMATION FOR MEAN UNDER NON-NORMAL POPULATION AND MEASUREMENT ERROR
Kulkarni, Ketki
Singh, J. R.
[J]. JOURNAL OF RELIABILITY AND STATISTICAL STUDIES, 2014, 7 (02): : 71 - 76

← 1 2 3 4 5 →