Direct estimation of the largest Lyapunov exponent from deterministica
lly chaotic data is well established. From stochastic data a finite, p
ositive value is obtained as well; we show how it is determined by spe
ctral properties of the signal and by computational parameters. Distin
ction of chaos versus noise is discussed.