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In general, the alternative hypothesis for two-way ANOVA can be directional.
Equilibrium Quantity
The quantity of goods or services supplied is equal to the quantity demanded at the market equilibrium price.
Consumer Surplus
The contrast between the aggregate amount buyers are willing to shell out for a good or service and the total they actually do.
Total Surplus
The combined benefit that both consumers and producers receive from a transaction, comprising consumer and producer surplus.
Consumer Surplus
The difference between the total amount that consumers are willing and able to pay for a good or service (indicated by the demand curve) and the total amount that they actually do pay (i.e., the market price).
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