Nonlinear spatial and spatiotemporal econometrics: theory with applications

像澳大利亚这样的现代社会在预测、测量和管理与全球经济和环境/气候变化相关的风险方面面临着重大挑战。这些任务需要先进的计量经济学技术来模拟和预测经济和社会系统中复杂的非线性时空变异性。该项目将开发前沿计量经济学技术，使经济和气候预测更加准确。所产生的工具将为澳大利亚的科学家和决策者提供更大的能力来管理与这些挑战相关的风险。这项研究的一个附带好处将是高质量的出版物，提高国家在这一前沿研究领域的声誉。

Modern societies like Australia have major challenges in the forecasting, measuring and managing of risks associated with global economic and environmental/climate changes. These tasks require advanced econometric techniques in modelling and forecasting of complex nonlinear spatiotemporal variability in economic and social systems. This project will develop frontier econometric technologies that enable more accurate economic and climate forecasts. The tools produced will provide Australia's scientists and policy-makers with a greater capacity to manage the risks associated with these challenges. A side-benefit of the research will be high-quality publications that enhance the nation's reputation in this cutting edge research.