 Rae wrote the preface to Charles W. Vincent's "Catalogue of the Library of the Reform Club" (1883; 2nd and revised edit.1894), and contributed to the "Dictionary of National Biography".He published anonymously in 1873 "Men of the Third Republic", and translated "English Portraits", from Sainte-Beuve, in 1875.