Estimation of effectiveness of a vaccine may be complicated by the presence of naturally immune individuals in the population. Similarly, estimates of toxicity may be complicated by natural mortality occurring among the test subjects. Sequential procedures which yield minimum variance unbiased estimates of vaccine effectiveness (or, alternatively, of toxicity) are given for a single vaccine (or toxic material) and for simultaneous estimation when several vaccines (or toxic materials) are to be evaluated.