基于多元Copulae的澳大利亚维多利亚奶牛场风险分析

IF 1.6 Q2 AGRICULTURAL ECONOMICS & POLICY Journal of Agricultural and Applied Economics Pub Date : 2021-12-16 DOI:10.1017/aae.2021.23
S. Godfrey, Ryan H. L. Ip, T. Nordblom
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引用次数: 3

摘要

摘要本研究对澳大利亚维多利亚州的三个乳制品地区进行了风险比较分析。历史数据用于确定业务风险和财务可行性。使用copula模型将多变量分布拟合到历史价格、生产和投入成本,捕捉变量之间的非线性相关性。然后使用蒙特卡罗模拟方法生成十年的现金流。使用敏感性分析确定了对盈利能力影响最大的因素。北部地区的奶牛场面临着水量减少的问题,而吉普斯兰和西南部的奶牛场则有更积极的指标。我们的分析以概率的方式利用调查数据总结了长期风险和农场净利润。
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Risk Analysis of Australia’s Victorian Dairy Farms Using Multivariate Copulae
Abstract The study provides comparative risk analyses of Australia’s three Victorian dairy regions. Historical data were used to identify business risk and financial viability. Multivariate distributions were fitted to the historical price, production, and input costs using copula models, capturing non-linear dependence among the variables. Monte Carlo simulation methods were then used to generate cash flows for a decade. Factors that influenced profitability the most were identified using sensitivity analysis. The dairies in the Northern region have faced water reductions, whereas those of Gippsland and South West have more positive indicators. Our analysis summarizes long-term risks and net farm profits by utilizing survey data in a probabilistic manner.
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来源期刊
Journal of Agricultural and Applied Economics
Journal of Agricultural and Applied Economics AGRICULTURAL ECONOMICS & POLICY-
CiteScore
3.30
自引率
5.30%
发文量
39
审稿时长
8 weeks
期刊介绍: Published on behalf of the Southern Agricultural Economics Association, the Journal of Agricultural and Applied Economics is a forum for creative and scholarly work in agricultural economics and related areas. Contributions on methodology and applications in business, extension, research, and teaching phases of agricultural and applied economics are equally encouraged. As of 2015 (Vol 47), articles are published on an open access basis.
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