incomplete_blocks: Generates a Resolvable Incomplete Block Design

In FielDHub: A Shiny App for Design of Experiments in Life Sciences

Generates a Resolvable Incomplete Block Design

Description

Randomly generates a resolvable incomplete block design (IBD) of characteristics (t, k, r). The randomization can be done across locations.

Usage

incomplete_blocks(
  t = NULL,
  k = NULL,
  r = NULL,
  l = 1,
  plotNumber = 101,
  locationNames = NULL,
  seed = NULL,
  data = NULL
)

Arguments

t	Number of treatments.
k	Size of incomplete blocks (number of units per incomplete block).
r	Number of full blocks (or resolvable replicates) (also number of replicates per treatment).
l	Number of locations. By default l = 1.
plotNumber	Numeric vector with the starting plot number for each location. By default plotNumber = 101.
locationNames	(optional) Names for each location.
seed	(optional) Real number that specifies the starting seed to obtain reproducible designs.
data	(optional) Data frame with label list of treatments.

Value

A list with two elements.

• infoDesign is a list with information on the design parameters.

• fieldBook is a data frame with the incomplete block design field book.

Author(s)

Didier Murillo [aut], Salvador Gezan [aut], Ana Heilman [ctb], Thomas Walk [ctb], Johan Aparicio [ctb], Richard Horsley [ctb]

References

Edmondson., R. N. (2021). blocksdesign: Nested and crossed block designs for factorial and unstructured treatment sets. https://CRAN.R-project.org/package=blocksdesign

Examples

# Example 1: Generates a resolvable IBD of characteristics (t,k,r) = (12,4,2).
# 1-resolvable IBDs
ibd1 <- incomplete_blocks(t = 12,
                          k = 4,
                          r = 2,
                          seed = 1984)
ibd1$infoDesign
head(ibd1$fieldBook)

# Example 2: Generates a balanced resolvable IBD of characteristics (t,k,r) = (15,3,7).
# In this case, we show how to use the option data.
treatments <- paste("TX-", 1:15, sep = "")
ENTRY <- 1:15
treatment_list <- data.frame(list(ENTRY = ENTRY, TREATMENT = treatments))
head(treatment_list)
ibd2 <- incomplete_blocks(t = 15,
                          k = 3,
                          r = 7,
                          seed = 1985,
                          data = treatment_list)
ibd2$infoDesign
head(ibd2$fieldBook)

FielDHub documentation built on Sept. 11, 2024, 5:29 p.m.