We investigate local prediction methods of chaotic time series. In par
ticular, we consider three typical methods developed by Farmer and Sid
orowich, Linsay and Navone and Ceccatto, We show theoretically that th
ey an equivalent to each other although they are derived in different
ways. Hence we conclude that they have the same prediction performance
.