1. Graduate Program in Animal Health and Production in Amazonia; Universidade Federal Rural da Amazônia; Belém Brazil
2. Biology Department; California Lutheran University; Thousand Oaks California
3. Center for Economic Research and Forecasting; California Lutheran University; Thousand Oaks California