Mardia's Test of Multinormality

By Kanti V. Mardia. 2004

181 citations recorded by the source corpus.

View Paper: https://www.semanticscholar.org/paper/3169ddeb210bf59571451af80ba72ae036f8d491

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Food Science

Citations in the corpus

Conducting and Interpreting Canonical Correlation Analysis in Personality Research: A User-Friendly Primer (2005, methodology): “Mardia (1985) presented a statistical approach and Henson (1999) demonstrated a graphical method.”
An Improved Evaluation Framework for Generative Adversarial Networks (2018, methodology): “Then, mardia test [38] was used to assess the multivariate normality of the first 5 components.”
Trust disposition, trust antecedents, trust, and behavioral intention (2015, unknown): “The results satisfied the evaluation criteria (ranging from −2 to +2) suggested by Mardia (1985).”
Shannon Entropy and Mutual Information for Multivariate Skew‐Elliptical Distributions (2013, methodology): “(c) we test multivariate normality according to Mardia (1985)’s test based on the measures of multivariate skewness ( 1,k) and multivariate kurtosis ( 2,k) with k =7 (XY : complete monitoring network with seven stations), k =6 (X: monitoring network with six stations and one station removed) and k…”
Nonlinear Transformations in Organizational Research: Possible Problems and Potential Solutions (2018, background): “60); and Merluzzi and Phillips (2016) took the log of a dependent variable, “due to the skewed distribution” (p.”
Core Self-Evaluations in Germany: Validation of a German Measure and its Relationships with Career Success (2010, unknown): “Although all of the items had skewness and kurtosis values that were within the bounds defined by West, Finch, and Curran (1995), the data did not conform to multivariate normality (Mardia test; Mardia, 1985; all three critical ratios >7; p < .001).”
Development of Life Satisfaction in Old Age: Another View on the "Paradox'' (2006, methodology): “Tests of multivariate normality (Mardia, 1985), as well as standard solutions to overcome these problems, such as the use of the ADF estimator (Browne, 1984) and/or the use of categorized data procedures (e.g. Lee et al., 1995), are applicable only with listwise deletion treatment of missing values.”