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The One-Way Heteroscedastic ANOVA Tests
Contains the heteroscedastic ANOVA tests for normal and two-parameter exponential distributed populations. For normal distributions, Alexander-Govern test by Alexandern and Govern (1994) doi:10.2307/1165140, Alvandi et al. Generalized F test by Alvandi et al. (2012) doi:10.1080/03610926.2011.573160, Approximate F test by Asiribo and Gurland (1990) doi:10.1080/03610929008830427, Box F test by Box (1954) doi:10.1214/aoms/1177728786, Brown-Forsythe test by Brown and Forsythe (1974) do:10.2307/1267501, B2 test by Ozdemir and Kurt (2006) http://sjam.selcuk.edu.tr/sjam/article/view/174, Cochran F test by Cochran (1937) https://www.jstor.org/stable/pdf/2984123.pdf, Fiducial Approach test by Li et al. (2011) doi:10.1016/j.csda.2010.12.009, Generalized F test by Weerahandi (1995) doi:10.2307/2532947, Johansen F test by Johansen (1980) doi:10.1093/biomet/67.1.85, Modified Brown-Forsythe test by Mehrotra (1997) doi:10.1080/03610919708813431, Modified Welch test by Hartung et al.(2002) doi:10.1007/s00362-002-0097-8, One-Stage test by Chen and Chen (1998) doi:10.1080/03610919808813501, One-Stage Range test by Chen and Chen (2000) doi:10.1080/01966324.2000.10737505, Parametric Bootstrap test by Krishnamoorhty et al.(2007) doi:10.1016/j.csda.2006.09.039, Permutation F test by Berry and Mielke (2002) doi:10.2466/pr0.2002.90.2.495, Scott-Smith test by Scott and Smith (1971) doi:10.2307/2346757, Welch test by Welch(1951) doi:10.2307/2332579, and Welch-Aspin test by Aspin (1948) doi:10.1093/biomet/35.1-2.88. These tests are used to test the equality of group means under unequal variance. Also, a modified version of Generalized F-test is improved to test the equality of non-normal group means under unequal variances and a revised version of Generalized F-test is given to test the equality of non-normal group means caused by skewness. Furthermore, it consists some procedures for testing equality of several two-parameter exponentially distributed population means under unequal scale parameters such as generalized p-value, parametric bootstrap and fiducial approach test by Malekzadeh and Jafari (2019) doi:10.1080/03610918.2018.1538452. There is also Hsieh test by Hsieh (1986) doi:10.2307/1270452 for testing equality of location parameters of two-parameter exponentially distributed populations under unequal scale parameters.
- Version1.2
- R versionunknown
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- Last release10/22/2019
Documentation
Team
Mustafa CAVUS
Berna YAZICI
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