qcomhdMC:

In musto101/wilcox_R: What the package does (short line)

Usage

qcomhdMC(x, y, q = c(0.1, 0.25, 0.5, 0.75, 0.9), nboot = 2000, plotit = TRUE, SEED = TRUE, xlab = "Group 1", ylab = "Est.1-Est.2", alpha = 0.05)

Arguments

x
y
q
nboot
plotit
SEED
xlab
ylab
alpha

Examples

##---- Should be DIRECTLY executable !! ----
##-- ==>  Define data, use random,
##--	or do  help(data=index)  for the standard data sets.

## The function is currently defined as
function (x, y, q = c(0.1, 0.25, 0.5, 0.75, 0.9), nboot = 2000, 
    plotit = TRUE, SEED = TRUE, xlab = "Group 1", ylab = "Est.1-Est.2", 
    alpha = 0.05) 
{
    library(parallel)
    if (SEED) 
        set.seed(2)
    pv = NULL
    output = matrix(NA, nrow = length(q), ncol = 10)
    dimnames(output) <- list(NULL, c("q", "n1", "n2", "est.1", 
        "est.2", "est.1_minus_est.2", "ci.low", "ci.up", "p_crit", 
        "p-value"))
    for (i in 1:length(q)) {
        output[i, 1] = q[i]
        output[i, 2] = length(elimna(x))
        output[i, 3] = length(elimna(y))
        output[i, 4] = hd(x, q = q[i])
        output[i, 5] = hd(y, q = q[i])
        output[i, 6] = output[i, 4] - output[i, 5]
        temp = qcom.sub(x, y, nboot = nboot, q = q[i], SEED = FALSE, 
            alpha = alpha)
        output[i, 7] = temp$ci[1]
        output[i, 8] = temp$ci[2]
        output[i, 10] = temp$p.value
    }
    temp = order(output[, 10], decreasing = TRUE)
    zvec = alpha/c(1:length(q))
    output[temp, 9] = zvec
    output <- data.frame(output)
    output$signif = rep("YES", nrow(output))
    for (i in 1:nrow(output)) {
        if (output[temp[i], 10] > output[temp[i], 9]) 
            output$signif[temp[i]] = "NO"
        if (output[temp[i], 10] <= output[temp[i], 9]) 
            break
    }
    if (plotit) {
        xax = rep(output[, 4], 3)
        yax = c(output[, 6], output[, 7], output[, 8])
        plot(xax, yax, xlab = xlab, ylab = ylab, type = "n")
        points(output[, 4], output[, 6], pch = "*")
        lines(output[, 4], output[, 6])
        points(output[, 4], output[, 7], pch = "+")
        points(output[, 4], output[, 8], pch = "+")
    }
    output
  }

musto101/wilcox_R documentation built on May 23, 2019, 10:52 a.m.