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Consider the sequential trading model of Glosten and Milgrom (1985). Let us assume that: The future value of the asset, V , can take the
Consider the sequential trading model of Glosten and Milgrom (1985). Let us assume that:
- The future value of the asset, V, can take the value of 5 or 4. The asset takes the value of 5 with probability 0.6. That is, =0.6.
- Thirty percent of traders are informed. That is, =0.3.
- Further, assume that the uninformed traders are equally likely to buy or sell.
- The dealer earns zero expected profits, such that:
at=E(V|Bt)
bt=E(V|St)
where at is the ask price, bt is the bid price, Bt indicates a buy order and St indicates a sell order all at time t.
- Calculate the unconditional probability of observing a buy order at time t. That is, P(Bt).
- Calculate the unconditional probability of observing a sell order at time t. That is, P(St).
- Given Bayes theorem:
PYZ=P(Z|Y)P(Y)P(Z)
solve for the bid price at time t.
- Solve the ask price at time t.
- Solve for the bid-ask spread at time t.
- Solve for the relative bid-ask spread at time t.
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