There is a clear theory about generating correlated random numbers using Cholesky decomposition or PCA.
I suppose if we apply above methods to random numbers generated using Uniform random numbers generators like Sobol then the uniformity is gone.
Are there any well known methods to generate correlated random numbers from uniform random number generators and still uniformity stays in tact?
I believe generators need to take correlation matrix before generation itself rather apply correlations after generation
Thanks