Graphical Univariate/Multivariate Assessments for Normality Assumption

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Documentation for package ‘PlotNormTest’ version 1.0.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

covLtLs	Linear combinations of distinct derivatives of empirical cumulant generating function (CGF).
covTtTs	Covariance matrix of derivatives of sample cumulant generating function (CGF).
covZtZs	Covariance matrix of derivatives of sample moment generating function (MGF).
cox	Graphical plots to assess the univarite noramality assumption of data.
d3hCGF	Calculation of derivatives of empirical cumulant generating function (CGF).
d3hCGF_plot	Graphical plots to assess multivariate normality assumption.
d4hCGF	Calculation of derivatives of empirical cumulant generating function (CGF).
d4hCGF_plot	Graphical plots to assess multivariate normality assumption.
dCGF	Calculation of derivatives of empirical cumulant generating function (CGF).
dhCGF1D	Calculation of derivatives of empirical cumulant generating function (CGF).
dhCGF_plot1D	Graphical plots to assess multivariate univarite assumption of data.
dMGF	Moment generating functions (MGF) of standard normal distribution.
get_params	Get parameters for plots derivatives of multivariate CGF to assess normality assumption.
Independent_transformation	Transformation to Independent Univariate Sample
kurtosis	Sample skewness and Sample Kurtosis.
linear_transform	Best Linear Transformations
l_dhCGF	Calculation of derivatives of empirical cumulant generating function (CGF).
matrix_A	From derivatives of MGF to derivatives of CGF.
mt3_covLtLs	Linear combinations of distinct derivatives of empirical cumulant generating function (CGF).
mt3_covTtTs	Covariance matrix of derivatives of sample cumulant generating function (CGF).
mt3_covZtZs	Covariance matrix of derivatives of sample moment generating function (MGF).
mt3_get_param	Get parameters for plots derivatives of multivariate CGF to assess normality assumption.
mt3_matrix_A	From derivatives of MGF to derivatives of CGF.
mt3_pos	Derivatives of empirical moment generating function (MGF).
mt3_rev_pos	Derivatives of empirical moment generating function (MGF).
mt4_covLtLs	Linear combinations of distinct derivatives of empirical cumulant generating function (CGF).
mt4_covTtTs	Covariance matrix of derivatives of sample cumulant generating function (CGF).
mt4_covZtZs	Covariance matrix of derivatives of sample moment generating function (MGF).
mt4_get_param	Get parameters for plots derivatives of multivariate CGF to assess normality assumption.
mt4_matrix_A	From derivatives of MGF to derivatives of CGF.
mt4_pos	Derivatives of empirical moment generating function (MGF).
Multi.to.Uni	Transformation to Independent Univariate Sample
Multivariate_CGF_PLot	Graphical plots to assess multivariate normality assumption.
score_plot1D	Graphical plots to assess the univarite noramality assumption of data.
skewness	Sample skewness and Sample Kurtosis.
skewness_kurtosis	Sample skewness and Sample Kurtosis.
Univariate_CGF_plot	Graphical plots to assess multivariate univarite assumption of data.
Univariate_Score_function	Graphical plots to assess the univarite noramality assumption of data.