- Purpose: To illustrate different distributions
- User chooses the distribution to display
- Histogram and density plot of chosen distribution returned
2022-08-04
function(input,output) {
## Run random value function for chosen distribution
typeDist <- reactive({
if(input$dis=="norm") {p <- rnorm(1000) }
else if(input$dis=="exp") {p <- rexp(1000,5) }
else if(input$dis=="binom") {p <- rbinom(1000,5,.5) }
else { p <- runif(1000) }
## Create the density plot for the input distribution
output$distPlot <- renderPlot({
hist(typeDist(), prob=TRUE, col="dodgerblue",xlab="Values")
lines(density(typeDist()), lwd=2,col = "gold1")
## Plot the different binom dist based on user input
if(input$dis=="binom"){
if(input$trials==5){d <- rbinom(1000,5,.5)}
else if(input$trials==50){d <- rbinom(1000,50,.5)}
else if(input$trials==100){d <- rbinom(1000,100,.5)}
else {d <- rbinom(1000,500,.5)
}
hist(d,prob=TRUE,lwd=2,col="dodgerblue",xlab="Trials")
lines(density(d), lwd=2,col="gold1") }
})