The law of large numbers states that as the number of observations drawn at random from a population with proportion p increases the proportion of the observed values p O A fluctuates steadily between one standard deviation above and one standard deviation below the observed proportion B O B gets larger and larger OC gets smaller and smaller O D tends to get closer and closer to the population proportion p