The scalar derivation for the EKF state prediction equation in terms of was given in (7.10)), repeated here for clarity
As noted previously, this is accurate to third order in c.
Gathering terms, this can be rewritten as
and define the finite difference evaluation points as
Replacing the continuous c defined in (7.3) with ...