xqplot: Extended Quantile Plots

In gmonette/spida2: Collection of tools developed for the Summer Programme in Data Analysis 2000-2012

Extended Quantile Plots

Description

An easy way to see a dataset's variables at a glance. Shows uniform quantile plot for numerical varibles and barcharts for factors. Quantile plots also show a horizontal line at the position of the mean and at mean plus or minus one standard deviation.

Usage

xqplot(
  x,
  ptype = "quantile",
  labels = dimnames(x)[[2]],
  ...,
  mfrow = findmfrow(ncol(x)),
  ask = FALSE,
  mcex = 0.8,
  maxlab = 12,
  debug = F,
  mar = c(4, 2.5, 4, 1),
  xlab.pos = 2,
  xlab.cex = 0.7,
  sublab.pos = xlab.pos + xlab.cex * 1.15,
  text.cex.factor = 1,
  left.labs = F,
  class = TRUE,
  xaxs = "i",
  maxvarnamelength = 20
)

xqplot_(
  x,
  ptype = "quantile",
  labels = names(x),
  ...,
  mfrow = findmfrow(length(x)),
  ask = FALSE,
  mcex = 0.8,
  maxlab = 12,
  debug = F,
  mar = c(4, 2.5, 4, 1),
  xlab.pos = 2,
  xlab.cex = 0.7,
  sublab.pos = xlab.pos + xlab.cex * 1.15,
  text.cex.factor = 1,
  left.labs = F,
  class = TRUE,
  xaxs = "i",
  maxvarnamelength = 20
)

Arguments

x	a data frame or list of variables to plot
ptype	"quantile" (default) or "normal": kind of quantile to plot on x axis.
labels	names for each plot
...	additional arguments passed to 'plot' command
mfrow	number of rows and columns per page. If missing, an attempt is made to choose a reasonable number.
ask	if TRUE pause after each page, default: FALSE
mcex	character expansion factor for marginal text mcex
maxlab	maximum number of categories to label in barcharts
debug	if TRUE, print additional information
mar	size of margins
xlab.pos	position of xlab, default: 2
xlab.cex	cex for xlab, default: .7
sublab.pos	position for sublab, default: xlab.pos + xlab.cex * 1.15
text.cex.factor	character expansion factor for barchart labels
left.labs	determines placement of barchart labels
class	show class of object, default: TRUE
xaxs	style of x axis, default: 'i'
maxvarnamelength	maximum length of variable name without splitting on two lines.

Functions

• xqplot_(): experimental version to handle data.frames with list elements

Note

Bugs: 'mfrow' should take the total number of variables into account if they will fill more than one page so the last page is close to being full.

The current version of the function could be made much simpler and more transparent. Some code is redundant.

Examples

require(car)
xqplot(Prestige)
xqplot(Prestige,"n") # normal quantiles

gmonette/spida2 documentation built on Aug. 11, 2024, 7:52 p.m.