L sub s and a is defined as the difference of 2 quantities. The first quantity is the logarithm of the ratio of Theta sub s and a, and 1 minus Theta sub s and a. The second quantity is the product of 1.96 and the square root of MSE sub s and a, which is the mean square error for state s and age group a.