We begin the study of completeness of affine connections, especially those on statistical manifolds or on affine hypersurfaces. We collect basic facts, prove new theorems and provide examples with remarkable properties.1991 Mathematics Subject Classification. Primary: 53C05, 53C22, 53A15.