Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

In the following R code there are error when I run histogram. Please remove error and help me run the code successfully. CODE: # Define

In the following R code there are error when I run histogram. Please remove error and help me run the code successfully.
CODE:
# Define the randomVariate class
randomVariate <- function(distFormula, defs){
# Validate input arguments
stopifnot(is.list(defs))
# Define the S3 class object
dist <- list(formula = deparse(distFormula), definitions = defs)
# Define the sample function
distSsample <- function(n){
# Evaluate the formula using the provided definitions
eval(distFormula, envir = defs, enclos = parent.frame())
}
# Define the print method
print.randomVariate <- function(obj){
cat("Formula:", deparse(obj$formula)," Definitions: ")
for (key in names(obj$definitions)){
cat(key,":", deparse(obj$definitions[[key]]),"")
}
}
# Return the object
class(dist)<- c("randomVariate", "function")
return(dist)
}
# Example usage
# Define a new random variable
newDist <- randomVariate(distFormula = ~x^2+ y^2,
defs = list(x = function(n){ rnorm(n, mean =0, sd =0.1)},
y = function(n){ rnorm(n, mean =0, sd =0.1)}))
# Print the new random variable
print(newDist)
# Extract samples from the random variable
sample1<- newDist$distSample(10^5)
# Create the histogram using the extracted samples
hist(as.numeric(sample1), breaks = "Scott", probability = TRUE, col = rgb(1,0,1,0.2), density =20, angle =-45)
# Add density plot lines
lines(density(as.numeric(sample1), adjust =0.5), col = rgb(1,0,1,1))

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Students also viewed these Databases questions