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Analyzing for the Equilibrium Result by Updating Beliefs against Strategies

7. Bayesian MCMC Analysis and Application of Bayesian Games to Power Projects

7.6 Bayesian Games under Incomplete Information

7.6.3 Analyzing for the Equilibrium Result by Updating Beliefs against Strategies

A pure strategy for the domestic firm that consists of a function: b(p) states the behavior for profitability when his type is p. A pooling strategy is one for which the domestic firm behaves the same regardless of his type for productivity, that is, b(30) = b(20). A separating strategy is one in which the domestic firm behaves differently depending on his type, that is, b(30) ¹ b(20). After learning the behavior for productivity of the domestic firm, foreign investor updates his beliefs p(b) about the productivity for being domestic company’s type is high. With these belief, the expected payoffs from joining the new project equals:

(30 – I) . p(b) + (20 – I) . (1 – p(b)).

A pure strategy for foreign company consists of a joining decision for acquiring profit: a(p) for each investment I that the domestic company might propose for financing.

The following strategies and beliefs form a perfect Bayesian equilibrium for the game:

Abandon

Join Don't join Join Don't Join

Undertake Undertake

Abandon

q = 1/3 1-q = 2/3

Nature

E E

(0, 0) (0, 0)

F F

(0, 0)

(I - 23p, p - I) (I - 23p, p - I) (0, 0) Payoffs Pair: (E, F)

Figure 7.14 The Game Tree for the Potential Payoffs from New Project

Domestic Firm’s Strategy: Proposes an investment of 20 (in million USD) when the firm’s productivity type is low and retreats his proposal when the productivity is high type.

Foreign Investor’s Strategy: Joins the new project if and only if domestic firm proposes an investment less than or equal 20 (in million USD).

Foreign Investor’s Belief: Domestic firm is certainly a low productivity type whenever he makes an offer, regardless of the investment amount he proposes.

Proof for Perfect Bayesian Equilibrium

To prove that the above strategies and beliefs profiles satisfy the condition for a perfect Bayesian equilibrium, it is started with foreign investor’s beliefs. Given domestic firm’s investment proposal of 20 (in million USD), the conditional probability that he is a high productivity type according to Bayes’ Theorem is:

Bayes’ Theorem:

𝑃(𝐸>|𝐹) =𝑃(𝐹|𝐸>) . 𝑃(𝐸>) 𝑃(𝐹) 𝑃(𝐹) = … 𝑃(𝐹|𝐸>). 𝑃(𝐸>)

J

>K4

P(p = 30|I = 20)

= 𝑃(𝐼 = 20|𝜋 = 30) . 𝑃(𝜋 = 30)

𝑃(𝐼 = 20|𝜋 = 30) . 𝑃(𝜋 = 30) + 𝑃(𝐼 = 20|𝜋 = 20) . 𝑃(𝜋 = 20)

= 0 . 1 3 0 . 1

3 + 1 .2 3 = 0

(7 – 6)

(7 – 7)

Above proof of Bayes’ Theorem implies that condition (3) is satisfied. It is perfectly all right for foreign investor’s belief that the any investment proposal up to 20 (in million USD) also implies that the domestic firm is certainly low productivity type.

For the foreign investor’s expected utility, given his updated beliefs and domestic firm’s investment proposal, his strategy is obviously optimal. He is willing to invest up to the amount of 20 (in million USD) that he believes the new project is worth to him. This means that condition (2) is satisfied.

Finally, domestic firm’s strategy is evaluated. Since the foreign investor will only accept a proposal of investment less than or equal 20 (in million USD), domestic firm should only make an offer if he is a low productivity type. If he does this, then he should get the highest profit he can. Thus, domestic firm’s strategy is optimal and condition (1) is satisfied.

The outcome of the equilibrium is that domestic company makes an offer if and only if he is a low productivity type. When the domestic firm has high productivity of the new project, he is willing to certify for that.

Entering the Signaling Game

The above game will be modified to make the patent as a signal. Before the domestic firm makes an offer to foreign investor, he has the option of obtaining a “Patent”. As the foreign investor cannot observe the productivity of new project from domestic firm prior to accepting the offer of joining new project, he can observe the firm’s level of image with patent. Thus, this will serve as a signal. Here, y is denoted the power of license conferring a right by the patent. It is assumed that the patent has no effect on the productivity of the firm, but it is costly for domestic firm to acquire. The cost is denoted by c(p) and depends on the firm’s performance for productivity. After domestic firm chooses to acquire the patent with its cost, he proposes a higher investment to foreign investor. It is noted that domestic firm cannot recover the cost of acquiring the patent if the foreign investors doesn’t join the new project. The game tree is depicted in Figure 7.15.

In this signaling game, a pure strategy for domestic firm of two decisions based on his productivity:

patent acquiring, y(p), and his behavior of productivity b(p). His pure strategies can be pooling or separating.

A pure strategy for foreign investor consists of a decision whether to join the new project when the domestic firm acquires patent (y) and proposes an investment (I). A belief for the foreign investor includes a function p(y, I), where 0 ³ p(y, I) ³ 1, which describes the probability that the domestic firm is a high type of productivity when he acquires patent (y) and proposes the investment I. Here, the necessary condition for cost of acquiring patent to serve as a signal is:

c(20) > c(30)

Abandon 6008

Acquire Patent

6008 6008

6008

Don't Acquire Acquire

Patent Don't

Acquire

Abandon

Join Don't join Join Don't Join Undertake Undertake

Abandon

High Low

Nature

E E

F F

6008

6𝐼 − 2030 − 𝐼8 6𝐼 − 13.3 20 − 𝐼 8 Payoffs Pair: (E, F)

Figure 7.15 The Game Tree for Patent as Signal Abandon

E E

Join Don't join Join Don't Join Undertake Undertake

F F

E E

6008 6𝐼 − 𝑐(30) − 20

30 − 𝐼 8 6𝐼 − 𝑐(20) − 13.3 20 − 𝐼 8

6008 6008

Assume that c(20) = 14 (in million USD) and c(30) = 2 (in million USD). With these costs, perfect Bayesian equilibrium can be formed from following strategies and beliefs.

Domestic Firm’s Strategy: Does not acquire a patent and proposes an investment amount of USD20 million when he is a low productivity type and, acquires the patent and proposes an investment of 30 (in million USD) when he has high productivity type.

Foreign Investor’s Strategy: Joins the new project if and only if the domestic firm does not get a patent and proposes for an investment less than or equal to 20 (in million USD) or gets a patent and proposes an amount of investment less than or equal to 30 (in million USD).

Foreign Investor’s Belief: Believes that the domestic firm is certainly a high productivity type when he gets a patent and believes he is certainly a low productivity type when he does not.

Verification for perfect Bayesian equilibrium

It is started with foreign investor’s beliefs and calculate the following conditional probability.

P(p = 30|I = 30, y = 1)

= 𝑃(𝐼 = 30, 𝑦 = 1 |𝜋 = 30) . 𝑃(𝜋 = 30)

𝑃(𝐼 = 30, 𝑦 = 1 |𝜋 = 30) . 𝑃(𝜋 = 30) + 𝑃(𝐼 = 30, 𝑦 = 1 |𝜋 = 20) . 𝑃(𝜋 = 20)

= 1 . 1 3 1 . 1

3 + 0 .2 3

= 1

Bayes’ Theorem verification implies that a foreign investor’s belief for domestic firm has the high productivity type works perfectly with its proposal for a high investment 30 and acquiring the patent.

With these beliefs, it can verify for the strategies of both firms. For foreign investor, accepting any investment proposal less than or equal to 30 is better than rejecting it. The sound reason for this strategy is that domestic company proposes an investment of 30 and has acquired the patent only if he is the high productivity type. Then if he offers an investment amount of 20 and does not have the patent, then the highest acceptable amount for investment is limited to 20.

Finally, it is verified for domestic firm’s strategy. If he is a high productivity type, getting the patent will give him a payoff of 30 – 2 (cost for patent) = 28 (in million USD). This move is better than self-running the existing one since it is greater than his self-running payoff 2„ × 30 = 203 . It is also is better than the one without having the patent which payoff is only 20. On the other hand, if his firm has low productivity, getting the patent will result in a payoff of 30 – 14 = 16. Self- running the existing one will only yield a payoff of 2„ × 20 = 13.33. 3 In that case, the best option for him is not to get the patent, resulting in a payoff of 20. Their equilibrium results are depicted in the payoff game tree of Figure 7.16. These all are shown for a case of separating equilibrium in perfect Bayesian equilibrium.