A statistical overview is presented for estimating various components
related to map accuracy assessment. The emphasis is on estimation of t
he true proportions of each map class under several common sampling de
signs. A complete system is presented for relating alternative approac
hes and estimators using standard rules of probability theory. Covaria
nce matrices for estimates of true class proportions are derived in th
e Appendices for each of the sampling designs discussed.