pathCEF: Function to plot several conditional error functions running...

In adaptTest: Adaptive Two-Stage Tests

Function to plot several conditional error functions running through a "path" of given points

Description

This function plots several conditional error functions of the same family such that each one runs through one of several given points.

Usage

pathCEF(typ = NA, fun = NA, dis = NA, p1 = 1:49/50, p2 = p1,
        x = 0:200/200, plt.pt = FALSE, plt.ptann = FALSE, xlab = NA, ylab = NA, ...)

Arguments

typ	type of test: "b" for Bauer and Koehne (1994), "l" for Lehmacher and Wassmer (1999), "v" for Vandemeulebroecke (2006) and "h" for the horizontal conditional error function
fun	a conditional error function
dis	a distortion method for a supplied conditional error function (see details): "pl" for power lines, "vt" for vertical translation
p1	a vector (at least of length 2) of p-values p_1 of the test after the first stage
p2	a vector (at least of length 2) of p-values p_2 of the test after the second stage, defaults to p1; must be of same length as p1
x	vector on which the conditional error functions are plotted (should be relatively dense in [0,1])
plt.pt	logical determining whether the points that the conditional error functions are made to run through should be plotted or not (default: not)
plt.ptann	logical determining whether the points that the conditional error functions are made to run through should be annotated or not (default: not)
xlab	a label for the x axis (default: no label)
ylab	a label for the y axis (default: no label)
...	arguments to be passed on to the underlying plot and points functions (e.g., graphical parameters)

Details

It can be instructive to plot not only one conditional error function, but to visualize a whole family. This can easily be done with pathCEF. The function is used in a similar way as plotCEF, but p1 and p2 are now vectors (of the same length, at least of length 2). Conditional error functions are plotted that run through the specified elementwise points (p1,p2) (which by default lie on the main diagonal).

Internally, pathCEF uses plotCEF to plot the individual conditional error functions; see this latter function for further details.

Value

The function pathCEF is invoked for its plotting effect; it returns no meaningful value.

Note

Provide either typ or fun, not both! If fun is provided, then also specify dis.

Unlike plotCEF, it is not possible with pathCEF to specify the conditional error functions by the parameter \alpha_2 or the parameter c.

plt.ptann is not considered if plt.pt = FALSE.

Author(s)

Marc Vandemeulebroecke

References

Bauer, P., Koehne, K. (1994). Evaluation of experiments with adaptive interim analyses. Biometrics 50, 1029-1041.

Lehmacher, W., Wassmer, G. (1999). Adaptive sample size calculations in group sequential trials. Biometrics 55, 1286-1290.

Vandemeulebroecke, M. (2006). An investigation of two-stage tests. Statistica Sinica 16, 933-951.

See Also

adaptTest package description, CEF, plotCEF, tsT

Examples

## Compare the tests by Bauer and Koehne (1994),
##  Lehmacher and Wassmer (1999) and Vandemeulebroecke (2006)
oldmfcol <- par(mfcol=c(1,3))
pathCEF(typ="b", main="BK 94")
pathCEF(typ="l", main="LW 99")
pathCEF(typ="v", main="V 06")
par(oldmfcol)

adaptTest documentation built on Oct. 6, 2023, 5:08 p.m.