Data Science, Statistics, Machine Learning.
on the population distribution. While parametric methods only involve estimating few parameters, non-parametric methods try to estimate density on the entire sample space. Explicit Density Estimation: Estimates the true pdf or cdf over the sample space. Implicit Density Estimation: Doesn’t produce