Generalized linear models are used to predict the deterioration patter
n for missiles stored in four different environmental conditions. The
rate of deterioration over time is assumed to be non-negative, and it
is estimated from repeated measurement of the binary responses from a
series of intermittent flight tests. Results of the statistical tests
indicate that environmental effects are not significant on missile dec
ay. Additionally, the estimation method for the missile shelf-life is
suggested.