Each of the eight items was valued independently by an antique dealer and an antique expert. The valuations, in thousand of dollars, are shown below.
Item------- 1-----2-----3-----4-----5-----6-----7------8
Dealer---875--575--970--425--460--255--1050--350
Export---685--510--775--355--540--195--825---425
(a) Carry out the appropriate test at 5% level of significance to investigate the claim that the dealer's valuations are, on average, greater than the expert.
(b) State the necessary assumption required for (a).