Convert mean and standard deviation into logit-normal distribution parameters
Convert mean and standard deviation into logit-normal distribution parameters
logitHyperPars is a function for calculating parameters for a logit-normal distribution, such that the distribution yields desired mean and standard deviation. Used for sampling the c-parameter.
logitHyperPars(mean, sd)
Arguments
mean: the desired mean.
sd: the desired standard deviation.
Returns
logitHyperPars returns two values. These can be directly supplied to rlogitnorm.
Examples
pars <- logitHyperPars(0.2,0.1)x <- logitnorm::rlogitnorm(1000000, pars[1], pars[2])mean(x)# close to 0.2sd(x)# close to 0.1