英文:
Getting an error when creating a create a Completely Randomized Design (CRD) layout in R
问题
I am trying to create a Completely Randomized Design (CRD) layout in R using the agricolae
package. The design involves 8 treatments, each replicated 6 times. However, I encountered an error while executing the code.
Here is my code:
# Install and load the agricolae package
install.packages("agricolae")
library(agricolae)
# Define treatments and replicates
treatments <- c("A", "B", "C", "D", "E", "F", "G", "H")
replicates <- 1:6
# Create the CRD layout
layout <- design.crd(treatments, replicates)
# Print the layout
print(layout)
# Plot the layout
plot(layout)
The error I received is: Error in data. Frame(trt, r) : arguments imply differing number of rows: 8, 6. It seems that the number of rows for treatments and replicates is not matching
.
As a workaround, I was able to create the layout using the expand.grid()
function, like this:
# Define treatments and replicates
treatments <- c("A", "B", "C", "D", "E", "F", "G", "H")
replicates <- 1:6
# Generate the design matrix
design <- expand.grid(Treatment = treatments, Replicate = replicates)
However, I'm unsure how to plot
the expand.grid
object to produce a plot like the following (it's just an example).
Could someone please help me resolve the issue with the agricolae
package OR guide me on how to plot the layout using the expand.grid
object?
英文:
I am trying to create a Completely Randomized Design (CRD) layout in R using the agricolae
package. The design involves 8 treatments, each replicated 6 times. However, I encountered an error while executing the code.
Here is my code:
# Install and load the agricolae package
install.packages("agricolae")
library(agricolae)
# Define treatments and replicates
treatments <- c("A", "B", "C", "D", "E", "F", "G", "H")
replicates <- 1:6
# Create the CRD layout
layout <- design.crd(treatments, replicates)
# Print the layout
print(layout)
# Plot the layout
plot(layout)
The error I received is: Error in data. Frame(trt, r) : arguments imply differing number of rows: 8, 6. It seems that the number of rows for treatments and replicates is not matching
.
As a workaround, I was able to create the layout using the expand.grid() function, like this:
# Define treatments and replicates
treatments <- c("A", "B", "C", "D", "E", "F", "G", "H")
replicates <- 1:6
# Generate the design matrix
design <- expand.grid(Treatment = treatments, Replicate = replicates)
However, I'm unsure how to plot
the expand.grid object to produce a plot like the following (it's just an example)
Could someone please help me resolve the issue with agricolae
package OR
guide me on how to plot the layout using the expand.grid
object?
答案1
得分: 0
在design.crd()
中,"replicate term"并不是所需复制的数量的名称。
在这种情况下,我假设您希望每种处理有6个复制,因此函数的正确形式是:
design.crd(treatments, r=6)
如果您想要为每种处理的复制数量有所变化,那么您需要一个与处理数量长度相等的向量。
design.crd(treatments, r=c(2, 2, 2, 3, 3, 4, 4, 6))
英文:
The replicate term in design.crd()
is not the name of the replicate by the number of desired replicates.
In this case, I am assuming you are looking for 6 replicates per treatment therefore the correct form of the function is:
design.crd(treatments, r=6)
If you would like to vary the number of replicates for each treatment then you need a vector equal to length of treatments.
design.crd(treatments, r=c(2, 2, 2, 3, 3, 4, 4, 6))
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