Sky Sports reports that Rangers rejected the bid from the Baggies last week.
Naismith has long been linked with a move to West Brom due to Rangers’ financial problems.
The 25-year-old’s current contract with Rangers is set to expire in the summer of 2015.
Naismith joined Rangers from Kilmarnock in 2007.
