在R中创建完全随机设计(CRD)布局时出现错误。

huangapple go评论75阅读模式
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).

在R中创建完全随机设计(CRD)布局时出现错误。

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(&quot;agricolae&quot;)
library(agricolae)

# Define treatments and replicates
treatments &lt;- c(&quot;A&quot;, &quot;B&quot;, &quot;C&quot;, &quot;D&quot;, &quot;E&quot;, &quot;F&quot;, &quot;G&quot;, &quot;H&quot;)
replicates &lt;- 1:6

# Create the CRD layout
layout &lt;- 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 &lt;- c(&quot;A&quot;, &quot;B&quot;, &quot;C&quot;, &quot;D&quot;, &quot;E&quot;, &quot;F&quot;, &quot;G&quot;, &quot;H&quot;)
replicates &lt;- 1:6

# Generate the design matrix
design &lt;- 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)

在R中创建完全随机设计(CRD)布局时出现错误。

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

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))

huangapple
  • 本文由 发表于 2023年5月21日 04:47:19
  • 转载请务必保留本文链接:https://go.coder-hub.com/76297297.html
匿名

发表评论

匿名网友

:?: :razz: :sad: :evil: :!: :smile: :oops: :grin: :eek: :shock: :???: :cool: :lol: :mad: :twisted: :roll: :wink: :idea: :arrow: :neutral: :cry: :mrgreen:

确定