logical; FALSE (default) Generates a 3d scatter plot with regression points using plot3d.
independence.overlay
logical; FALSE (default) Creates and overlays independent Co.LPM and Co.UPM regions to visually reference the difference in dependence from the data.frame of variables being analyzed. Under independence, the light green and red shaded areas would be occupied by green and red data points respectively.
Value
$actual.observations Number of Co.LPM and Co.UPM observations.
$independent.null Expected number of Co.LPM and Co.UPM observations under the null hypothesis of independence.
# NOT RUN {set.seed(123)
x <- rnorm(1000) ; y <- rnorm(1000) ; z <- rnorm(1000)
A <- data.frame(x, y, z)
NNS.dep.hd(A, plot = TRUE, independence.overlay = TRUE)
# }