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ECO290E: Game Theory Lecture 4 Applications in Industrial Organization

ECO290E: Game Theory Lecture 4 Applications in Industrial Organization

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Page 1: ECO290E: Game Theory Lecture 4 Applications in Industrial Organization

ECO290E: Game Theory

Lecture 4

Applications in Industrial Organization

Page 2: ECO290E: Game Theory Lecture 4 Applications in Industrial Organization

Review of Lecture 2

• Outcomes of games, i.e., Nash equilibria may not be Pareto efficient. (e.g., Prisoners’ Dilemma)

• There can be multiple equilibria. (e.g., Battle of the sexes)

• One equilibrium can be less efficient than (Pareto dominated by) the other equilibrium. (e.g., Coordination game)

Coordination failure

Page 3: ECO290E: Game Theory Lecture 4 Applications in Industrial Organization

Review of Lecture 3

• When players are rational and share the correct belief about the future play, NE will emerge.

• In some cases, however, NE can be reached only by rationality.

Dominant strategy (e.g., PD) Focal Point (e.g., Class room experiment) Iterated elimination of strictly dominated

strategies (e.g., Spatial competition model)

Page 4: ECO290E: Game Theory Lecture 4 Applications in Industrial Organization

Spatial Competition Model

• Players: Two ice cream shops• Strategies: Shop location along a beach (any

integer between 0 and 100)• Payoffs: Profits=The number of customersAssumptions:• Customers are located uniformly on the beach.• Each customer goes to the nearest shop (and

buys exactly one ice dream).• If both shops choose the same location, each

receives half of the customers.

Page 5: ECO290E: Game Theory Lecture 4 Applications in Industrial Organization

Nash Equilibrium

• There is a unique NE in which both shops open at the middle.

Why?• Choosing separate locations never becomes

a NE.• Choosing the same locations other than the

middle point also fails to be a NE.• If both shops choose the middle, then no one

has an incentive to change the location.

Page 6: ECO290E: Game Theory Lecture 4 Applications in Industrial Organization

Solution by Iterated Elimination

• Step 1: A rational player never takes the edges, since 0 (100) is strictly dominated by 1 (99).

• Step 2: 1 and 99 are never chosen if the players know their rival is rational.

• Step 3: 2 and 98 are never chosen if the players know that their rival knows that you are rational.

• Step 50: 49 and 51 are never chosen if the players know that their rival knows that …

Both players choose 50 in the end!

Page 7: ECO290E: Game Theory Lecture 4 Applications in Industrial Organization

Common Knowledge

• Each step requires a further assumption about what the players know about each other’s rationality.

• We need to assume not only that all the players are rational, but also that all the players know that all the players are rational, and that all the players know that all the players know that all the players are rational, and so on.

• For an arbitrary number of steps, we need to assume that it is common knowledge that the players are rational.

Page 8: ECO290E: Game Theory Lecture 4 Applications in Industrial Organization

Weak Predictive Power

• The process often produces a very imprecise prediction about the play of the game.

• Nash equilibrium is a stronger solution concept than iterated elimination of strictly dominated strategies, in the sense that the players’ strategies in a Nash equilibrium always survive during the process, but the converse is not true.

If the elimination processes pick up a unique strategy profile (e.g., Spatial competition model), then that must be a NE.

Page 9: ECO290E: Game Theory Lecture 4 Applications in Industrial Organization

Bertrand Model

• Players: Two firms• Strategies: Prices they will charge• Payoffs: ProfitsAssumptions:• A linear demand function: P=a-bQ• Common marginal cost, c.• The firm with lower price must serve the entir

e market demand.• If the firms choose the same price, then each

firm sells the half of the market demand.

Page 10: ECO290E: Game Theory Lecture 4 Applications in Industrial Organization

Bertrand-Nash Equilibrium

• There is a unique NE in which both firms charge the price equal to their (common) marginal cost.

Why?• Choosing different prices never becomes a

NE.• Choosing the same price other than the

marginal cost also fails to be a NE.• If both firms choose p=c, then no firm has an

(strict) incentive to change the price.

Page 11: ECO290E: Game Theory Lecture 4 Applications in Industrial Organization

Cournot Model

• Players: Two firms• Strategies: Quantities they will charge• Payoffs: Profits

Assumptions:• A linear demand function: P=a-bQ• Common marginal cost, c.• Firms cannot decide their prices to charge, b

ut the unique market price is determined so as to clear the market.

Page 12: ECO290E: Game Theory Lecture 4 Applications in Industrial Organization

Important Remarks

• Bertrand and Cournot models are different games, i.e., price competition vs. quality competition.

• The unique equilibrium concept (=NE) can explain different market outcomes depending on the models.

• That is, we don’t need different assumptions about firms’ behaviors.

Once a model is specified, then Nash equilibrium gives us the result of the game.