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plotting circular density using curve.circular


Side-by-side plots with ggplot2Plot two graphs in same plot in RShading a kernel density plot between two points.How to create a density plot in matplotlib?How to overlay density plots in R?R: Using MLE to do a CFA by handHow to compute the inverse of a close to singular matrix in R?Circular density plot using ggplot2Probability over a circular regionConducting MLE for multivariate case (bivariate normal) in R






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0















I need to plot the circular density defined in function (f2) in the following R code



library(circular)
mu=c(1,1.166) # true values of the mean vector of bivariate normal variables
var.1 =1.096# sigma.1.squared for first normal variable
var.2=1#sigma.2.squared of second normal variable
cov.1.2=-0.31 # covariance between the two normal variables
var.cov<-matrix(c(var.1,cov.1.2,cov.1.2,var.2),nrow=2,ncol=2,byrow=T) #variance covariance matrix of the bivariate normal random variables
f2=function(x)
u=cbind(cos(x),sin(x))
a=drop((u)%*%solve(var.cov)%*%t(u))
b=drop((u)%*%solve(var.cov)%*%(mu))
c=drop(-0.5*t(mu)%*%solve(var.cov)%*%mu)
d=drop(b/sqrt(a))
aa=(cos(x))*(1/(2*pi*a*sqrt(det(var.cov))))*exp(c)*(1+((d*pnorm(d))/dnorm(d)))
return(aa)

curve.circular(f2,from=0,to=2*pi,n=101)


the problem is that I get error messages:




Error in lines.circular(x, y, ...) : object 'll' not found
In addition: Warning message:
In sqrt(a) : NaNs produced




I do not know how to deal with that error










share|improve this question
























  • I'm not familiar with library(circular). But if we add aa <- aa[,1:2] before return(aa), your function will work until aa <- aa[,1:50] after that it will fail. Try to use browser() inside your function to check if it behaves as you expected.

    – A. Suliman
    Mar 24 at 12:42


















0















I need to plot the circular density defined in function (f2) in the following R code



library(circular)
mu=c(1,1.166) # true values of the mean vector of bivariate normal variables
var.1 =1.096# sigma.1.squared for first normal variable
var.2=1#sigma.2.squared of second normal variable
cov.1.2=-0.31 # covariance between the two normal variables
var.cov<-matrix(c(var.1,cov.1.2,cov.1.2,var.2),nrow=2,ncol=2,byrow=T) #variance covariance matrix of the bivariate normal random variables
f2=function(x)
u=cbind(cos(x),sin(x))
a=drop((u)%*%solve(var.cov)%*%t(u))
b=drop((u)%*%solve(var.cov)%*%(mu))
c=drop(-0.5*t(mu)%*%solve(var.cov)%*%mu)
d=drop(b/sqrt(a))
aa=(cos(x))*(1/(2*pi*a*sqrt(det(var.cov))))*exp(c)*(1+((d*pnorm(d))/dnorm(d)))
return(aa)

curve.circular(f2,from=0,to=2*pi,n=101)


the problem is that I get error messages:




Error in lines.circular(x, y, ...) : object 'll' not found
In addition: Warning message:
In sqrt(a) : NaNs produced




I do not know how to deal with that error










share|improve this question
























  • I'm not familiar with library(circular). But if we add aa <- aa[,1:2] before return(aa), your function will work until aa <- aa[,1:50] after that it will fail. Try to use browser() inside your function to check if it behaves as you expected.

    – A. Suliman
    Mar 24 at 12:42














0












0








0








I need to plot the circular density defined in function (f2) in the following R code



library(circular)
mu=c(1,1.166) # true values of the mean vector of bivariate normal variables
var.1 =1.096# sigma.1.squared for first normal variable
var.2=1#sigma.2.squared of second normal variable
cov.1.2=-0.31 # covariance between the two normal variables
var.cov<-matrix(c(var.1,cov.1.2,cov.1.2,var.2),nrow=2,ncol=2,byrow=T) #variance covariance matrix of the bivariate normal random variables
f2=function(x)
u=cbind(cos(x),sin(x))
a=drop((u)%*%solve(var.cov)%*%t(u))
b=drop((u)%*%solve(var.cov)%*%(mu))
c=drop(-0.5*t(mu)%*%solve(var.cov)%*%mu)
d=drop(b/sqrt(a))
aa=(cos(x))*(1/(2*pi*a*sqrt(det(var.cov))))*exp(c)*(1+((d*pnorm(d))/dnorm(d)))
return(aa)

curve.circular(f2,from=0,to=2*pi,n=101)


the problem is that I get error messages:




Error in lines.circular(x, y, ...) : object 'll' not found
In addition: Warning message:
In sqrt(a) : NaNs produced




I do not know how to deal with that error










share|improve this question
















I need to plot the circular density defined in function (f2) in the following R code



library(circular)
mu=c(1,1.166) # true values of the mean vector of bivariate normal variables
var.1 =1.096# sigma.1.squared for first normal variable
var.2=1#sigma.2.squared of second normal variable
cov.1.2=-0.31 # covariance between the two normal variables
var.cov<-matrix(c(var.1,cov.1.2,cov.1.2,var.2),nrow=2,ncol=2,byrow=T) #variance covariance matrix of the bivariate normal random variables
f2=function(x)
u=cbind(cos(x),sin(x))
a=drop((u)%*%solve(var.cov)%*%t(u))
b=drop((u)%*%solve(var.cov)%*%(mu))
c=drop(-0.5*t(mu)%*%solve(var.cov)%*%mu)
d=drop(b/sqrt(a))
aa=(cos(x))*(1/(2*pi*a*sqrt(det(var.cov))))*exp(c)*(1+((d*pnorm(d))/dnorm(d)))
return(aa)

curve.circular(f2,from=0,to=2*pi,n=101)


the problem is that I get error messages:




Error in lines.circular(x, y, ...) : object 'll' not found
In addition: Warning message:
In sqrt(a) : NaNs produced




I do not know how to deal with that error







r






share|improve this question















share|improve this question













share|improve this question




share|improve this question








edited Mar 24 at 12:42









A. Suliman

6,62341225




6,62341225










asked Mar 24 at 11:42









Amani Abu BakrAmani Abu Bakr

13




13












  • I'm not familiar with library(circular). But if we add aa <- aa[,1:2] before return(aa), your function will work until aa <- aa[,1:50] after that it will fail. Try to use browser() inside your function to check if it behaves as you expected.

    – A. Suliman
    Mar 24 at 12:42


















  • I'm not familiar with library(circular). But if we add aa <- aa[,1:2] before return(aa), your function will work until aa <- aa[,1:50] after that it will fail. Try to use browser() inside your function to check if it behaves as you expected.

    – A. Suliman
    Mar 24 at 12:42

















I'm not familiar with library(circular). But if we add aa <- aa[,1:2] before return(aa), your function will work until aa <- aa[,1:50] after that it will fail. Try to use browser() inside your function to check if it behaves as you expected.

– A. Suliman
Mar 24 at 12:42






I'm not familiar with library(circular). But if we add aa <- aa[,1:2] before return(aa), your function will work until aa <- aa[,1:50] after that it will fail. Try to use browser() inside your function to check if it behaves as you expected.

– A. Suliman
Mar 24 at 12:42













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