Application of portfolio theory in decision tree analysis.
A general application of portfolio analysis for herd decision tree analysis is described. In the herd environment, this methodology offers a means of employing population-based decision strategies that can help the producer control economic variation in expected return from a given set of decision options. An economic decision tree model regarding the use of prostaglandin in dairy cows with undetected estrus was used to determine the expected return of the decisions to use prostaglandin and breed on a timed basis, use prostaglandin and then breed on sign of estrus, or breed on signs of estrus. The risk attributes of these decision alternatives were calculated from the decision tree, and portfolio theory was used to find the efficient decision combinations (portfolios with the highest return for a given variance). The resulting combinations of decisions could be used to control return variation.
Galligan
D T
DT
University of Pennsylvania, New Bolton Center, Kennett Square.
Ramberg
C
C
Curtis
C
C
Ferguson
J
J
Fetrow
J
J
D000818:Animals; D002417:Cattle / Q000502:physiology*; D003612:Dairying / Q000379:methods*; D003663:Decision Trees; D004971:Estrus; D005260:Female; D011453:Prostaglandins / Q000627:therapeutic use*
D011453:Prostaglandins