williams: Construct sequences of a Williams design

In randomizeBE: Create a Random List for Crossover Studies

Construct sequences of a Williams design

Description

The function constructs the sequences of a Williams design via the algorithm given by Sheehe and Bross.

Usage

williams(ntmt = 4, tmts = NULL)

Arguments

ntmt	Number of treatments. Must be an integer >1.
tmts	NULL or a vector of treatment codes.

Details

A Williams design is a crossover design in which each subject receives each treatment. The design is balanced over periods. The design has additionally the further feature that every treatment follows every other treatment the same number of times. It is said that these designs are balanced for first order carry over effects.
For an even number of treatments the design is a Latin square. For an odd number the design is a combination of two Latin squares.

Although the balance to first order carry over effects is not absolutely necessary in well planned BE studies with sufficient washout the Williams designs were traditionally used in "3x6x3" "4x4" crossover studies.

The sequences are created originally within the ABC... notation. If tmts are given the sequences are returned based on these treatment codes.

Value

Returns a character vector of the sequences.

Note

If ntmt>3 the design returned is randomly chosen from the possible designs.

A similar but simpler function was contained in the package crossdes. But this package was removed from the CRAN repository.

Author(s)

D. Labes

References

Williams, E. J. (1949) "Experimental designs balanced for the estimation of residual effects of treatments" Australian J. of Scientific Research, Ser. A 2, 149-168.

Sheehe PR, Bross IDJ (1961) "Latin Squares to Balance Immediate Residual and Other Effects." Biometrics, 17, 405-414.

Jones B, Kenward MG (2003). "Design and Analysis of Cross-Over Trials" 2nd edition. Chapman & Hall, London.

Bing-Shun Wang, Xiao-Jin Wang, Li-Kun Gong (2009) "The Construction of a Williams Design and Randomization in Cross-Over Clinical Trials Using SAS" J. of Statistical Software, Volume 29, Code Snippet 1

See Also

sequences, RL4

Examples

# Williams design for 4 treatments in ABC... notation
williams()
# The 6 sequences of the Williams design for 3 treatments
# same as sequences(design="3x6x3") except the ordering
williams(ntmt=3)

randomizeBE documentation built on Aug. 19, 2023, 5:12 p.m.