Chang, Meng-Shiuh; Wu, Ximing - In: Journal of Multivariate Analysis 135 (2015) C, pp. 71-88
We present a probability-integral-transformation-based estimator of multivariate densities. Given a sample of random vectors, we first transform the data into their corresponding marginal distributions. The marginal densities and the joint density of the transformed data are estimated...