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doex (version 1.2)

The One-Way Heteroscedastic ANOVA Tests

Description

Contains the heteroscedastic ANOVA tests for normal and two-parameter exponential distributed populations. For normal distributions, Alexander-Govern test by Alexandern and Govern (1994) , Alvandi et al. Generalized F test by Alvandi et al. (2012) , Approximate F test by Asiribo and Gurland (1990) , Box F test by Box (1954) , Brown-Forsythe test by Brown and Forsythe (1974) , B2 test by Ozdemir and Kurt (2006) , Cochran F test by Cochran (1937) , Fiducial Approach test by Li et al. (2011) , Generalized F test by Weerahandi (1995) , Johansen F test by Johansen (1980) , Modified Brown-Forsythe test by Mehrotra (1997) , Modified Welch test by Hartung et al.(2002) , One-Stage test by Chen and Chen (1998) , One-Stage Range test by Chen and Chen (2000) , Parametric Bootstrap test by Krishnamoorhty et al.(2007) , Permutation F test by Berry and Mielke (2002) , Scott-Smith test by Scott and Smith (1971) , Welch test by Welch(1951) , and Welch-Aspin test by Aspin (1948) . 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) . There is also Hsieh test by Hsieh (1986) for testing equality of location parameters of two-parameter exponentially distributed populations under unequal scale parameters.

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Version

Install

install.packages('doex')

Monthly Downloads

557

Version

1.2

License

GPL (>= 2)

Maintainer

Mustafa CAVUS

Last Published

October 22nd, 2019

Functions in doex (1.2)

BX

Box F-test
gpv_exp

Generalized p-value test for Two-Parameter Exponential Distributions
AG

Alexandern-Govern test
B2

B-square test
CF

Cochran F-test
AGF

Alvandi et al. Generalized F-test
fa_exp

Fiducial Approach test for Two Parameter Exponential Distributions
FA

Fiducial Approach test
HS

Hsieh test for Two Parameter Exponential Distributions
BF

Brown-Forsythe test
outly

Outlier generation function
MGF

Modified generalized F-test
JF

Johansen F-test
MBF

Modified Brown-Forsythe test
pb_exp

Parametric Bootstrap test for Two Parameter Exponential Distributions
PB

Parametric Bootstrap test
MW

Modified Welch Test
hybrid

Hybrid data
GF

Generalized F-test
AF

Approximate F-test
component

Component data
RGF

Revised generalized F-test
PF

Permutation F-test
SS

Scott-Smith Test
OSR

One Stage Range test
OS

One Stage test
WE

Welch F-test
WA

Welch-Aspin test