In 1999, Taquet and Russell classified
Lurdusaurus as a derived iguanodont or an intermediate between the iguanodonts and the more derived
hadrosaurs, based on the presence of a posterolaterally orientated (towards the back and side) process on the
sternum, slight tailward expansion of the
pubis, a reduced posterior process of the pubis, and opisthocoelus (concave posterior ends) neck vertebrae and front dorsal vertebrae. They preliminarily placed it into the
family Iguanodontidae, though conceded there is poor resolution on its higher classification, because the fourth trochanter is almost suspended off the femur like basal iguanodonts, but the neck vertebrae series is long like hadrosaurs. They were unable to satisfactorily explain the evolution of such an unusual body plan. In 2005, Chinese paleontologist You Hai-Lu and colleagues suggested that the newly discovered and massively built
Lanzhousaurus from China was closely related to
Lurdusaurus, and the former was basal to the latter. He classified both of them as basal styracosterns. In 2008, American freelance researcher
Gregory S. Paul argued that because
Lanzhousaurus has a much deeper prepubic process, the two genera are probably not closely allied, though such hypotheses are wholly unverifiable without more complete remains. Paul agreed that
Lurdusaurus is more basal to Iguanodontidae based on its short, broad hands and massive thumb spike, but he noted that the contemporary and more derived hadrosauriform
Ouranosaurus has similar hand morphology. Therefore,
Lurdusaurus could be a basal hadrosauriform, but Paul could not resolve the matter any further until more complete remains are discovered. In 2009, American paleontologist
Peter Galton placed
Lurdusaurus at the base of Styracosterna and closely allied it with the Chinese
Equijubus. He classified more derived iguanodonts into the new clade Iguanodontea. In 2012, Taquet agreed with Paul that it falls outside Iguanodontidae, but was also unsure how exactly
Lurdusaurus relates with other iguanodonts. The phylogenetic analysis of Karen E. Poole in 2022 found that
Lurdusaurus formed a clade with other iguanodonts with robust forelimbs,
Hypselospinus and
Barilium. }} ==Paleoecology==