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Air Transportation Demand and Economic Growth in Brazil A Time Series Analysis

机译:巴西航空运输需求与经济增长的时间序列分析

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Demand forecasting is the first step for an efficient planning in the civil aviation system.rnGreat forecasting mistakes can lead to undesirable costs and low service level. This paperrnaims to contribute providing an appropriate econometric approach which can be used as inputrnfor future researches involving time series analysis in our field. We investigate airrntransportation demand (PAX) and economic growth (GDP) relations in 1966-2006 period forrnBrazil. We identify series stationarity features and existence of long-run equilibrium betweenrnvariables to work in a VAR-VECM environment. The objective is to investigate dynamicrnbehavior through impulse-response functions and variance decomposition. We also addressrncausality issues through Granger tests. Our findings indicate first order integrated series andrncointegration. Impulse-response analysis suggests a strong positive reaction of PAX to arnshock on GDP. On the other hand, GDP reacts to a shock on PAX in a slower moderated pathrnwith a meaningful long run effect. We interpret this as evidence of civil aviation multiplierrneffect on economy. Furthermore, there is evidence favoring Granger-causality in GDP-PAXrndirection, reinforcing GDP importance on air transportation demand forecasting. Robustnessrnanalysis confirms our initial findings. These results are useful for planning and should be usedrnas inputs by air transportation sector policymakers.
机译:需求预测是民航系统中有效计划的第一步。巨大的预测错误会导致不希望的成本和较低的服务水平。本文旨在提供一种适当的计量经济学方法,可以用作涉及本领域时间序列分析的未来研究的输入。我们调查了巴西1966-2006年间的航空运输需求(PAX)和经济增长(GDP)关系。我们确定了序列平稳性特征以及在VAR-VECM环境中工作的变量之间的长期均衡性。目的是通过脉冲响应函数和方差分解来研究动态行为。我们还通过Granger检验解决因果关系问题。我们的发现表明一阶积分系列和rnco积分。冲激响应分析表明,PAX对阿纳克休克对GDP产生了强烈的积极反应。另一方面,GDP以较慢的缓和路径对PAX的冲击作出反应,并具有有意义的长期效果。我们将其解释为民航业对经济的多重效应的证据。此外,有证据表明,GDP-PAX方向有利于格兰杰因果关系,从而增强了GDP在航空运输需求预测中的重要性。稳健性分析证实了我们的初步发现。这些结果对于规划很有用,应该用作航空运输部门决策者的投入。

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