math.stats.normality

anderson-darling

added in 3.0

(anderson-darling arr)

Performs the Anderson-Darling test for normality

(anderson-darling 0. 0. 0. 0. 0. 0. 0. 100. 100. 100. 100. 100. 100.) => 2.1947640982019347

cramer-vonmises

added in 3.0

(cramer-vonmises arr)

Performs the Cramer-vonMises test for normality

(cramer-vonmises 0. 0. 0. 0. 0. 0. 0. 100. 100. 100. 100. 100. 100.) => 0.3625667515860767

jarque-bera

added in 3.0

(jarque-bera arr)

Performs the Jarque-Bera test for normality

(jarque-bera 0. 0. 0. 0. 0. 0. 0. 100. 100. 100. 100. 100. 100.) => 2.1669737339380206

kolmogorov-lilliefors

added in 3.0

(kolmogorov-lilliefors arr)

Performs the Kolmogorov-Lilliefors test for normality

(-> 0. 0. 0. 0. 0. 0. 0. 100. 100. 100. 100. 100. 100. kolmogorov-lilliefors) => 0.3515941066052153

kolmogorov-smirnov

added in 3.0

(kolmogorov-smirnov arr)

Performs the Kolmogorov-Smirnov test for normality

(-> 0. 0. 0. 0. 0. 0. 0. 100. 100. 100. 100. 100. 100. (kolmogorov-smirnov) seq) => (contains 0.5 (approx 7.86899E-4))

shapiro-francia

added in 3.0

(shapiro-francia arr)

Performs the Shapiro-Francia test for normality

(-> 0. 0. 0. 0. 0. 0. 0. 100. 100. 100. 100. 100. 100. shapiro-francia) => 0.6756836312861318

shapiro-wilk

added in 3.0

(shapiro-wilk arr)

Performs the Shapiro-Wilk test for normality

(-> 0. 0. 0. 0. 0. 0. 0. 100. 100. 100. 100. 100. 100. shapiro-wilk) => 0.6457043943928288