Although most survey texts are concerned primarily with problems of es
timating finite population parameters, survey data are often used to d
evelop and fit stochastic models describing the underlying structure o
f the population. In this paper we develop analogues of the score test
for use with survey data where the use of multi-stage sampling and va
riable selection probabilities cause special problems.