Dirichlet kernel density estimation on the simplex with missing data

Sami Baraket, Hanen Daayeb, Salah Khardani +2

Nonparametric density estimation for compositional data supported on the simplex is examined under a missing at random mechanism. Rather than imputing missing values and estimating…