the cross-price elasticities will be positive because the goods are substitutes

IMPACT OF A TAX DEPENDS ON ELASTICITIES OF SUPPLY AND DEMAND

(a) If demand is very inelastic relative to supply, the burden of the tax falls mostly on buyers. (b) If demand is very elastic relative to supply, it falls mostly on sellers.