Statistical Hypothesis Testing Toolbox


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Documentation for package ‘SHT’ version 0.1.1

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SHT-package Statistical Hypothesis Testing Toolbox
cov1.2012Fisher One-sample Test for Covariance Matrix by Fisher (2012)
cov1.2015WL One-sample Test for Covariance Matrix by Wu and Li (2015)
cov2.2012LC Two-sample Test for High-Dimensional Covariances by Li and Chen (2012)
cov2.2013CLX Two-sample Test for Covariance Matrices by Cai, Liu, and Xia (2013)
cov2.2015WL Two-sample Test for Covariance Matrices by Wu and Li (2015)
covk.2001Schott Test for Homogeneity of Covariances by Schott (2001)
covk.2007Schott Test for Homogeneity of Covariances by Schott (2007)
eqdist.2014BG Test for Equality of Two Distributions by Biswas and Ghosh (2014)
mean1.1931Hotelling One-sample Hotelling's T-squared Test for Multivariate Mean
mean1.1958Dempster One-sample Test for Mean Vector by Dempster (1958, 1960)
mean1.1996BS One-sample Test for Mean Vector by Bai and Saranadasa (1996)
mean1.2008SD One-sample Test for Mean Vector by Srivastava and Du (2008)
mean1.ttest One-sample Student's t-test for Univariate Mean
mean2.1931Hotelling Two-sample Hotelling's T-squared Test for Multivariate Means
mean2.1958Dempster Two-sample Test for High-Dimensional Means by Dempster (1958, 1960)
mean2.1965Yao Two-sample Test for Multivariate Means by Yao (1965)
mean2.1980Johansen Two-sample Test for Multivariate Means by Johansen (1980)
mean2.1986NVM Two-sample Test for Multivariate Means by Nel and Van der Merwe (1986)
mean2.1996BS Two-sample Test for High-Dimensional Means by Bai and Saranadasa (1996)
mean2.2004KY Two-sample Test for Multivariate Means by Krishnamoorthy and Yu (2004)
mean2.2008SD Two-sample Test for High-Dimensional Means by Srivastava and Du (2008)
mean2.2011LJW Two-sample Test for Multivariate Means by Lopes, Jacob, and Wainwright (2011)
mean2.2014CLX Two-sample Test for High-Dimensional Means by Cai, Liu, and Xia (2014)
mean2.2014Thulin Two-sample Test for Multivariate Means by Thulin (2014)
mean2.ttest Two-sample Student's t-test for Univariate Means
meank.2007Schott Test for Equality of Means by Schott (2007)
meank.2009ZX Test for Equality of Means by Zhang and Xu (2009)
meank.2019CPH Test for Equality of Means by Cao, Park, and He (2019)
meank.anova Analysis of Variance for Equality of Means
norm.1965SW Univariate Test of Normality by Shapiro and Wilk (1965)
norm.1972SF Univariate Test of Normality by Shapiro and Francia (1972)
norm.1980JB Univariate Test of Normality by Jarque and Bera (1980)
norm.1996AJB Adjusted Jarque-Bera Test of Univariate Normality by Urzua (1996)
norm.2008RJB Robust Jarque-Bera Test of Univariate Normality by Gel and Gastwirth (2008)
SHT Statistical Hypothesis Testing Toolbox
sim1.2017Liu One-sample Simultaneous Test of Mean and Covariance by Liu et al. (2017)
sim2.2018HN Two-sample Simultaneous Test of Means and Covariances by Hyodo and Nishiyama (2018)
unif.2017YMi Multivariate Test of Uniformity based on Interpoint Distances by Yang and Modarres (2017)
unif.2017YMq Multivariate Test of Uniformity based on Normal Quantiles by Yang and Modarres (2017)
usek1d Apply k-sample tests for two univariate samples
useknd Apply k-sample tests for two multivariate samples
var1.chisq One-Sample Chi-Square Test for Variance
var2.F Two-Sample F-Test for Variance
vark.1937Bartlett Bartlett's Test for Homogeneity of Variance
vark.1960Levene Levene's Test for Homogeneity of Variance
vark.1974BF Brown-Forsythe Test for Homogeneity of Variance