With generic functional programming techniques, we have eased GUI programming by constructing a programming toolkit with which one can create GUIs in an abstract and compositional way, using type-directed Graphical Editor Components (GECs). In this toolkit, the programmer specifies a GUI by means of a data model instead of low-level GUI programming. In earlier versions of this toolkit, the data model must have a first-order type. In this paper we show that the programming toolkit can be extended in two ways, such that the data model can contain higher-order data structures. We added support for dynamic polymorphic higher-order editors using the functional shell Esther. By combining the earlier developed techniques of generic GECs, abstract editors, we also added statically typed higher-order editors. In principle this solution extends our GUI programming toolkit with the full expressive power of functional programming languages.