likelihood function, L(·), subject to the constraint that the sum of the absolute values of the coefficients is less than or equal to some value – that is, ||b||1 ≤ t, where log[(Pr(Y=1) ÷ (1 – Pr(Y=1))] = Xb and ||v||p de- notes the "p-norm" of a vector ...