hessMTTm ============================================== Purpose ---------------- Computes numerical Hessian with mask using available threads. Format ---------------- .. function:: h = hessMTTm(&fct, par1, data1, mask) :param fct: pointer to procedure returning either Nx1 vector or 1x1 scalar. :type fct: scalar :param par1: structure of type :class:`PV` containing parameter vector at which Hessian is to be evaluated :type par1: struct :param data1: structure of type :class:`DS` containing any data needed by *fct* :type data1: struct :param mask: elements in *h* corresponding to elements of *mask* set to zero are not computed otherwise are computed :type mask: KxK matrix :return h: Hessian :rtype h: KxK matrix Examples ---------------- :: // Define a PV structure struct PV p1; // Create p1 PV structure p1 = pvCreate; // Fill PV structure p1 = pvPack(p1, 0.1|0.2, "P"); // Create data matrix x = seqa(1, 1, 15); // Mask mask = { 1 1 1 0 }; // Function to compute Hessian proc fct(struct PV p0, x); local p, y; // Unpack parameters p = pvUnpack(p0, "P"); // Define Hessian y = p[1] * exp( -p[2] * x); retp(y); endp; // Find Hessian h = hessMTTm(&fct, p1, x, mask); Remarks ------- *par1* must be created using the :func:`pvPack` procedures. Only lower left part of *mask* looked at. Source ------ hessmtt.src