Censoring approach and rounded zeros in compositional data

Compositional data are data which sums to a constant. It is very common in areas like geology,medical sciences, ecology, sociology, econometrics and psychology. Handling these data usually involve logratio transform. Special techniques are required to handle zeros in these data. In this project, new techniques are developed to handle the zeros more efficiently.