The conditional Gauss-Hermite filter(CGHF) utilizes a decomposition of the filter density p(y1,y2) into the product of the conditional density p(y1Iy2) with the P(y2) where the state vector y is partitioned into (y1,y2). In contrast the usual Gauss-Hermite filter (GHF) it is assumed that the...