“…As specified by Managi [20], the paths taken by R&D projects are highly variable; thus, models need to be flexible enough to consider various scenarios, while remaining reliable, understandable and efficient. Another important characteristic of an R&D valuation model is that, in addition to technology risks, it must also consider market risks [17].…”