Graphical Univariate/Multivariate Assessments for Normality Assumption


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Documentation for package ‘PlotNormTest’ version 1.0.1

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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.