我正在尝试创建一个交互式数据集,我需要将其子集进行计算。当我尝试提取某些行和列时,我得到关于xtable被应用于类“C('double','numeric')”的对象的错误消息。这是我的代码。
ui.r
library(shiny)
require(ggplot2)
shinyUI(fluidPage(
titlePanel("Vasicek Model Example"),
sidebarLayout(
sidebarPanel(
numericInput("sim", "Simulations", value = 100),
numericInput("loans", "Loans", value = 10),
numericInput("M", "Systemic Risk Factor", value = 0),
numericInput("rho", "Firm Correlation", value = 0),
sliderInput("bins", "Number of Bins:", min = 1, max = 50, value = 30),
submitButton("Submit")
),
mainPanel(
tabsetPanel(
tabPanel("Debug", tableOutput("probs"), tableOutput("dftable")),
tabPanel(plotOutput("distPlot"), tableOutput("sumtable"),
tableOutput("tabs"))
)
)
)))
server.r
library(shiny)
require(ggplot2)
shinyServer(function(input,output){
TMo <- reactive({
matrix(c(.90, .05, .04, .01,
.05, .80, .10, .05,
.05, .25, .60, .10,
.00, .00, .00, 1.0), nrow=4, ncol=4, byrow=T)
})
Pprob <- reactive({
TMo()[1:3, 4]
})
output$probs <- renderTable({
Pprob()
})
plotdata <- reactive({
R <- vector()
c <- vector()
DefRate <- vector()
groups <- vector()
ctr <- 0
for(group in 1:3){
c[group] <- qnorm(Pprob()[group])
for(i in 1:input$sim){
e <- matrix(data = rnorm(n = input$loans, mean = 0, sd = 1))
ctr <- ctr + 1
default <- 0
for(j in 1:input$loans){
R[j] <- sqrt(input$rho) * M + sqrt(1 - input$rho) * e[j]
if(R[j] <= c[group]){
default + 1
}
if(j == input$loans){
DefRate[ctr] <- default/input$loans
if(group == 1){
groups[ctr] = 'A'
}
else if(group == 2){
groups[ctr] = 'B'
}
else{
groups[ctr] = 'C'
}
}
if(group == 3 & i == input$sims & j == input$loans){
DefData <- cbind(DefRate,groups)
as.data.frame(DefData)
}
}
}
}
})
output$dftable <- renderTable({
head(plotdata())
})
#output$distPlot <- renderPlot({
#bins <- seq(min(x), max(x), length.out = input$bins + 1)
#DR_plots <- ggplot(DData, aes(x=DData$Default_Rate, fill=DData$Credit_Rating))
#DR_Hist_options <- geom_histogram(binwidth = .01, alpha=.5, position = "identity")
#DR_Hist <- DR_plots + DR_Hist_options
#DR_Hist
#hist(x, breaks = bins, col = 'darkgray', border = 'white',
#main = "Default Rate Distribution", xlab = "Default Rates",
#ylab = "Frequency")
#})
#output$tabs <- renderTable({
#x <- DR_Data
#head(x)
#})
})
原谅已注释掉的部分。我正在调试以试图找出问题的根源。感谢您的帮助。