COW CULLING DECISIONS ADAPTED FOR MANAGEMENT WITH CART

Authors
Citation
R. Tronstad et R. Gum, COW CULLING DECISIONS ADAPTED FOR MANAGEMENT WITH CART, American journal of agricultural economics, 76(2), 1994, pp. 237-249
Citations number
18
Categorie Soggetti
Economics,"AgricultureEconomics & Policy
ISSN journal
00029092
Volume
76
Issue
2
Year of publication
1994
Pages
237 - 249
Database
ISI
SICI code
0002-9092(1994)76:2<237:CCDAFM>2.0.ZU;2-V
Abstract
A stochastic dynamic programming (DP) model of range cow culling decis ions incorporating market price uncertainties and dynamics of biologic al productivity was solved for biannual and annual calving systems. De cision trees were generated from the DP solutions using the Classifica tion and Regression Trees (CART) methodology. The decision trees captu red over 99% of the optimal DP returns from both biannual and spring-o nly calving. CART culling criteria in conjunction with dual-season cal ving increased wealth by 7% compared to optimal DP culling decisions w ith spring-only calving, and by 10% compared to a more traditional str ategy of culling all open cows.