Repository for statistical practical at LMU Munich regarding the drying off of lactating cows. Evaluation of a complex decision scheme for antibiotic usage during the dry-off period in lactating cows.

Corresponding publication: Untersuchungen zu einem kontrollierten, entscheidungsbaumbasierten Verfahren des Selektiven Trockenstellens in Bayerischen Milchviehbetrieben

Description

Repository includes:

• Replicating outcomes of already existing decision scheme via multinomial regression and binary logistic models
• Data-driven analysis using cost-sensitive decision trees to identify modifications in decision scheme for efficiently categorizing cows