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562   CHAPTER 13 DECISION ANALYSIS


                                     Figure 13.10 PDC Decision Tree Reduced to Two Decision Branches

                                                           Market Research
                                                               Study         2  EV = 15.93








                                                          1

















                                                            No Market Research
                                                                  Study      5  EV = 14.20





                                     presented in this section enabled Bayer to make decisions about the development
                                     and marketing of a new drug.

                                     Risk Profile

                                     Figure 13.11 provides a reduced decision tree showing only the sequence of decision
                                     alternatives and chance events for the PDC optimal decision strategy. By imple-
                                     menting the optimal decision strategy, PDC will obtain one of the four payoffs
                                     shown at the terminal branches of the decision tree. Recall that a risk profile shows
                                     the possible payoffs with their associated probabilities. Thus, in order to construct a
                                     risk profile for the optimal decision strategy we will need to calculate the probability
                                     for each of the four payoffs.
                                       Note that each payoff results from a sequence of branches leading from node 1 to
                                     the payoff. For instance, the payoff of R20 million is obtained by following the upper
                                     branch from node 1, the upper branch from node 2, the lower branch from node 3
                                     and the upper branch from node 8. The probability of following that sequence of
                                     branches can be found by multiplying the probabilities for the branches from the
                                     chance nodes in the sequence. Thus, the probability of the R20 million payoff is
                                     (0.77)(0.94) ¼ 0.72. Similarly, the probabilities for each of the other payoffs are
                                     obtained by multiplying the probabilities for the branches from the chance nodes
                                     leading to the payoffs. Doing so, we find the probability of the  R9 million payoff is
                                     (0.77)(0.06) ¼ 0.05; the probability of the R14 million payoff is (0.23)(0.35) ¼ 0.08;
                                     and the probability of the R5 million payoff is (0.23)(0.65) ¼ 0.15. The following
                                     table showing the probability distribution for the payoffs for the PDC optimal
                                     decision strategy is the tabular representation of the risk profile for the optimal
                                     decision strategy.




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