An empirical sensitivity study of mixture proportion estimators

The sensitivity of several proposed estimators of the mixture proportions a = (a1,…,am)T defining the normal mixture density are investigated when the component densities pk are subjected to changes in location. The particular deviations studied are motivated by an application of this model to crop acreage assessment using satellite multispectral sensor data.