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WRS2 (version 1.1-6)

Qanova: Quantile ANOVA

Description

One-way ANOVA based on quantiles. Only known method to work well when tied values are likely to occur.

Usage

Qanova(formula, data, q = 0.5, nboot = 600, ...)

Value

Qanova an object of class "qanova" containing:

psihat

value of the test statistics

contrasts

contrasts

p.value

p-value

call

function call

Arguments

formula

an object of class formula.

data

an optional data frame for the input data.

q

quantile (or vector of quantiles) to be used.

nboot

number of bootstrap samples

...

currently ignored.

Details

Test global hypothesis that J independent groups have equal quantiles (default: median) using the Harrell-Davis estimator. Performs well when there are tied values.

References

Wilcox, R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Elsevier.

See Also

qcomhd, t1way, discANOVA

Examples

Run this code
## median comparison
set.seed(123)
fitmed <- Qanova(libido ~ dose, viagra, nboot = 200)
fitmed

## 1st, 3rd quartile comparison
set.seed(123)
fitquart <- Qanova(libido ~ dose, viagra, q = c(0.25, 0.75), nboot = 200)
fitquart



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