Design Layout"

knitr::opts_chunk$set(echo = FALSE)
library(rmarkdown)
library(agricolae)
library(dplyr)
library(ggplot2)
library(magrittr)
library(desplot)
library(knitr)

Details of the Experiment is given below.

  if(input$design == 'crd'){
    if(input$rep_crd>0 && input$submit1>0){
      Treatments= input$trt_crd
      Replication=input$rep_crd
      Experimental.units=Treatments*Replication
      det=cbind(Treatments,Replication,Experimental.units)
      det=as.data.frame(det)
      kable(det,row.names = FALSE) %>%
      kable_styling() %>%
      kable_paper("hover", full_width = F)
    }
  }

    if(input$design == 'rbd'){
      if(input$rep_rbd>0 && input$submit2>0){
        Treatments= input$trt_rbd
        Blocks=input$rep_rbd
        Experimental.units=Treatments*Blocks
        det=cbind(Treatments,Blocks,Experimental.units)
        det=as.data.frame(det)
        kable(det,row.names = FALSE) %>%
      kable_styling() %>%
      kable_paper("hover", full_width = F)
      }
    }

    if(input$design == 'aug'){
      if(input$check_aug>0&&input$trt_aug&&input$rep_aug>0 && input$submit3>0){
        Check =input$check_aug
        Treatments= input$trt_aug
        Blocks=input$rep_aug
        Plots =Check*Blocks+Treatments
        det=cbind(Check,Treatments,Blocks,Plots)
        det=as.data.frame(det)
        kable(det,row.names = FALSE) %>%
      kable_styling() %>%
      kable_paper("hover", full_width = F)
      }
    }

    if(input$design == 'split'){
      if(input$maintrt_split>0&&input$subtrt_split&&input$rep_split>0 &&
         input$submit4>0){
        Main_plot_trt =input$maintrt_split
        Sub_plot_trt =input$subtrt_split
        Replications =input$rep_split
        No_of_Plots =Main_plot_trt*Sub_plot_trt*Replications
        det=cbind(Main_plot_trt,Sub_plot_trt,Replications,No_of_Plots)
        det=as.data.frame(det)
        kable(det,row.names = FALSE) %>%
      kable_styling() %>%
      kable_paper("hover", full_width = F)
      }
    }

    if(input$design == 'strip'){
      if(input$maintrt_strip>0&&input$subtrt_strip&&input$rep_strip>0 &&
         input$submit5>0){
        Main_plot_A =input$maintrt_strip
        Main_plot_B =input$subtrt_strip
        Replications =input$rep_strip
        No_of_Plots =Main_plot_A*Main_plot_B*Replications
        det=cbind(Main_plot_A,Main_plot_B,Replications,No_of_Plots)
        det=as.data.frame(det)
        kable(det,row.names = FALSE) %>%
      kable_styling() %>%
      kable_paper("hover", full_width = F)
      }
    }

Field layout of your experiment

 if (input$design == "crd") {
  if (input$trt_crd > 0) {
    if (input$rep_crd > 0) {
      if (input$submit1 > 0) {
        t = input$trt_crd
        r = input$rep_crd
        s = input$size
        rand = input$rand
        trtname = sprintf("T%d", 1:t)
        outdesign = agricolae::design.crd(trtname, r = r, seed = rand, serie = 0, kinds = "Super-Duper", randomization = TRUE)
        CRD = outdesign$book
        CRD = CRD[order(CRD$r), ]
        CRD$col = CRD$r
        CRD$row = rep(1:t, r)
        desplot::desplot(
          form = trtname ~ col + row, data = CRD, text = trtname, out1 = col,
          out2 = row, out2.gpar = list(col = "black", lwd = 3),
          cex = s, main = "Layout of Completely Randomized Design", show.key = FALSE
        )
      }
    }
  }
}
if (input$design == "rbd") {
  if (input$trt_rbd > 0) {
    if (input$rep_rbd > 0) {
      if (input$submit2 > 0) {
        t = input$trt_rbd
        rep = input$rep_rbd
        s = input$size_rbd
        trtname = sprintf("T%d", 1:t)
        n = t * rep
        outdesign = agricolae::design.rcbd(trt = trtname, r = rep, seed = input$rand2, serie = 0, kinds = "Super-Duper", randomization = TRUE)
        RBD = outdesign$book
        RBD = RBD[order(RBD$block), ]
        RBD$blocks = as.numeric(RBD$block)
        RBD$plots = rep(1:t, rep)
        desplot::desplot(
          form = block ~ blocks + plots, data = RBD, text = trtname, out1 = blocks,
          out2 = plots, out2.gpar = list(col = "green"),
          cex = s, main = "Layout of Randomized Block Design", show.key = TRUE
        )
      }
    }
  }
}

  if(input$design == 'aug'){
    if(input$check_aug> 0){
      if(input$trt_aug> 0){
        if(input$rep_aug> 0){
            if(input$submit3>0){
              NC=input$check_aug # no. of check
              blk=input$rep_aug # no: of Blocks
              trt=input$trt_aug # no.of trt
              s=input$size_aug
              T1=sprintf("C%d", 1:NC) # checks
              T2=sprintf("T%d", 1:trt) # treatments
              outdesign=agricolae::design.dau(T1,T2, r=blk,seed=input$rand3,serie=0,randomization = TRUE)
              aug= outdesign$book
              aug = aug[order(aug$block),]
              aug$blocks = as.numeric(aug$block)
              x=aug %>%
                group_by(block) %>%
                mutate(row = row_number())
              aug1=as.data.frame(cbind(aug,row=x$row))
              desplot::desplot(form=block~ blocks+row, data=aug1, text=trt, out1=blocks, out2=row,
                               cex=s, main="Layout of Augmented Randomized Block Design",show.key=FALSE)

            }
        }
      }
    }
  }

 if(input$design == 'strip'){
    if(input$maintrt_strip> 0){
      if(input$subtrt_strip> 0){
        if(input$rep_strip> 0){
            if(input$submit5>0){
              a=input$maintrt_strip
              b=input$subtrt_strip
              rep=input$rep_strip
              s=input$size_strip
              main1=sprintf("A%d", 1:a)
              main2=sprintf("B%d", 1:b)
              outdesign =agricolae::design.strip(main1,main2,r=rep,serie=0,seed=input$rand5,kinds="Super-Duper",randomization=TRUE)
              strip= outdesign$book
              strip$block2=strip$block
              v1 = do.call(paste, as.data.frame(t(apply(strip[4:5], 1, sort))))
              strip$row =  match(v1, unique(v1))
              v2 = do.call(paste, as.data.frame(t(apply(strip[2:3], 1, sort))))
                 strip$column =  match(v2, unique(v2))
              desplot::desplot(form=main1~ row+column, data=strip,text=main2, out1=column,
                               out2=row,out2.gpar = list(col = "#a83232"),
                               cex=s, main="Layout of Strip-Plot Design",show.key=TRUE)

            }
        }
      }
    }
  }

 if(input$design == 'split'){
    if(input$maintrt_split> 0){
      if(input$subtrt_split> 0){
        if(input$rep_split> 0){
            if(input$submit4>0){
              a=input$maintrt_split
              b=input$subtrt_split
              rep=input$rep_split
              s=input$size_split
              main=sprintf("A%d", 1:a)
              sub=sprintf("b%d", 1:b)
              outdesign =agricolae::design.split(main,sub,r=rep,serie=0,seed=input$rand4,kinds="Super-Duper",randomization=TRUE)
              split = outdesign$book
              split = split[order(split$plots),]
              split$plots = split$plots
              split$plots=as.numeric(split$plots)
              split$splots=as.numeric(split$splots)
              desplot::desplot(form=main~ plots+splots, data=split,col=main, text=sub, out1=plots, out2=splots,
                               cex=s, main="Layout of Split-Plot Design",show.key=TRUE)

            }
        }
      }
    }
  }
if (input$design == "crd") {
  if (input$table_butt1 > 0) {
    t = input$trt_crd
    r = input$rep_crd
    n = t * r
    trtname = sprintf("T%d", 1:t)
    outdesign = agricolae::design.crd(trtname, r = r, seed = input$rand, serie = 0, kinds = "Super-Duper", randomization = TRUE)
    CRD = outdesign$book
    CRD = CRD[order(CRD$r), ]
    CRD$exp = rep(1:n)
    final = as.data.frame(cbind(Experimental.Unit = CRD$exp, Treatments = as.character(CRD$trtname)))
    kable(final, caption = "Layout of CRD", row.names = FALSE)
  }
}

if (input$design == "rbd") {
  if (input$table_butt2 > 0) {
    t = input$trt_rbd
    rep = input$rep_rbd
    trtname = sprintf("T%d", 1:t)
    n = t * rep
    outdesign = agricolae::design.rcbd(trt = trtname, r = rep, seed = input$rand2, serie = 0, kinds = "Super-Duper", randomization = TRUE)
    RBD = outdesign$book
    RBD = RBD[order(RBD$block), ]
    RBD$plot = rep(1:t, rep)
    final = as.data.frame(cbind(Block = RBD$block, Plot = RBD$plot, Treatment = as.character(RBD$trtname)))
    kable(final, caption = "Layout of RBD", row.names = FALSE)
  }
}


if (input$design == "aug") {
  if (input$table_butt3 > 0) {
    NC = input$check_aug # no. of check
    blk = input$rep_aug # no: of Blocks
    trt = input$trt_aug # no.of trt
    s = input$size_aug
    T1 = sprintf("C%d", 1:NC) # checks
    T2 = sprintf("T%d", 1:trt) # treatments
    outdesign = agricolae::design.dau(T1, T2, r = blk, seed = input$rand3, serie = 0, randomization = TRUE)
    aug = outdesign$book
    aug = aug[order(aug$block), ]
    x1 = aug %>%
      group_by(block) %>%
      mutate(Plot = row_number())
    final = as.data.frame(cbind(Block = x1$block, Plot = x1$Plot, Treatment = as.character(x1$trt)))
    kable(final, caption = "Layout of Augmented Design", row.names = FALSE)
  }
}


if (input$design == "split") {
  if (input$table_butt4 > 0) {
    a = input$maintrt_split
    b = input$subtrt_split
    rep = input$rep_split
    s = input$size_split
    main = sprintf("A%d", 1:a)
    sub = sprintf("b%d", 1:b)
    outdesign = agricolae::design.split(main, sub, r = rep, serie = 0, seed = input$rand4, kinds = "Super-Duper", randomization = TRUE)
    split = outdesign$book
    split = split[order(split$plots), ]
    final = as.data.frame(cbind(
      Main_plot = split$plots, Sub_plot = split$splots,
      Replication = split$block, Main_treatment = as.character(split$main), Sub_treatment = as.character(split$sub)
    ))
    kable(final, caption = "Layout of Split-Plot design", row.names = FALSE)
  }
}

if (input$design == "strip") {
  if (input$table_butt5 > 0) {
    a = input$maintrt_strip
    b = input$subtrt_strip
    rep = input$rep_strip
    s = input$size_strip
    main1 = sprintf("A%d", 1:a)
    main2 = sprintf("B%d", 1:b)
    outdesign = agricolae::design.strip(main1, main2, r = rep, serie = 0, seed = input$rand5, kinds = "Super-Duper", randomization = TRUE)
    strip = outdesign$book
    strip$block2 = strip$block
    v1 = do.call(paste, as.data.frame(t(apply(strip[4:5], 1, sort))))
    strip$row = match(v1, unique(v1))
    v2 = do.call(paste, as.data.frame(t(apply(strip[2:3], 1, sort))))
    strip$column = match(v2, unique(v2))
    final = as.data.frame(cbind(
      Replication = strip$block, Horizontal_row_No. = strip$row,
      Treatment_A = as.character(strip$main1),
      Vertical_row_No. = strip$column,
      Treatment_B = as.character(strip$main2)
    ))
    kable(final, caption = "Layout of Strip plot design", row.names = FALSE)
  }
}

Package: grapesAgri1, Version;1.0.0



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grapesAgri1 documentation built on Aug. 14, 2021, 5:07 p.m.