#' Data for Figure 3
#'
#' The data, inspired from \insertCite{cl16}{superb}, is an example where the
#' "stand-alone" 95\% confidence interval of the means returns
#' a result in contradiction with the result of a statistical test.
#' The paradoxical result is resolved by using adjusted confidence intervals,
#' here the cluster- and different-adjusted confidence interval.
#'
#' @md
#'
#' @docType data
#'
#' @usage data(dataFigure3)
#'
#' @format An object of class data.frame.
#'
#' @keywords datasets
#'
#' @references
#' \insertAllCited{}
#'
#' @source \doi{10.5709/acp-0214-z}
#'
#' @examples
#' library(ggplot2)
#' library(gridExtra)
#' data(dataFigure3)
#'
#' options(superb.feedback = 'none') # shut down 'warnings' and 'design' interpretation messages
#'
#' ## realize the plot with unadjusted (left) and ajusted (right) 95% confidence intervals
#' plt3a <- superb(
#' VD ~ grp,
#' dataFigure3,
#' adjustments=list(purpose = "difference", samplingDesign = "SRS"),
#' plotStyle="bar" ) +
#' xlab("Group") + ylab("Score") + labs(title="Difference-adjusted 95% CI\n") +
#' coord_cartesian( ylim = c(85,115) ) +
#' geom_hline(yintercept = 100, colour = "black", linewidth = 0.5, linetype=2)
#' plt3b <- superb(
#' VD ~ grp,
#' dataFigure3,
#' adjustments=list(purpose = "difference", samplingDesign = "CRS"),
#' plotStyle="bar", clusterColumn = "cluster" ) +
#' xlab("Group") + ylab("Score") + labs(title="Cluster and difference-adjusted\n95% CI") +
#' coord_cartesian( ylim = c(85,115) ) +
#' geom_hline(yintercept = 100, colour = "black", linewidth = 0.5, linetype=2)
#' plt3 <- grid.arrange(plt3a,plt3b,ncol=2)
#'
#' ## realise the correct t-test to see the discrepancy
#' res <- t.test(dataFigure3$VD[dataFigure3$grp==1],
#' dataFigure3$VD[dataFigure3$grp==2],
#' var.equal=TRUE)
#' micc <- mean(c(0.491334683772226, 0.20385744842838)) # mean ICC given by superbPlot
#' lam <- CousineauLaurencelleLambda(c(micc, 5,5,5,5,5,5))
#' tcorr <- res$statistic / lam
#' pcorr <- 1-pt(tcorr,4)
#' # let's see the t value and its p value:
#' c(tcorr, pcorr)
#'
"dataFigure3"
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