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1.
This paper undertakes a comprehensive examination of 10 measures of core inflation and evaluates which measure produces the best forecast of headline inflation out‐of‐sample. We use the Personal Consumption Expenditure Price Index as our measure of inflation. We use two sets of components (17 and 50) of the Personal Consumption Expenditure Price Index to construct these core inflation measures and evaluate these measures at the three time horizons (6, 12 and 24 months) most relevant for monetary policy decisions. The best measure of core inflation for both sets of components and over all time horizons uses weights based on the first principal component of the disaggregated (component‐level) prices. Interestingly, the results vary by the number of components used; when more components are used the weights based on the persistence of each component is statistically equivalent to the weights generated by the first principal component. However, those forecasts using the persistence of 50 components are statistically worse than those generated using the first principal component of 17 components. The statistical superiority of the principal component method is due to the fact that it extracts (in the first principal component) the common source of variation in the component level prices that accurately describes trend inflation over the next 6–24 months. 相似文献
2.
Yaein Baek 《Journal of forecasting》2019,38(4):277-292
This paper constructs a forecast method that obtains long‐horizon forecasts with improved performance through modification of the direct forecast approach. Direct forecasts are more robust to model misspecification compared to iterated forecasts, which makes them preferable in long horizons. However, direct forecast estimates tend to have jagged shapes across horizons. Our forecast method aims to “smooth out” erratic estimates across horizons while maintaining the robust aspect of direct forecasts through ridge regression, which is a restricted regression on the first differences of regression coefficients. The forecasts are compared to the conventional iterated and direct forecasts in two empirical applications: real oil prices and US macroeconomic series. In both applications, our method shows improvement over direct forecasts. 相似文献
3.
基于汤姆路透公司的ESI和InCites数据库,分析了中国地质大学各学科的特征,探讨了高被引论文、热门论文、顶尖论文与学科发展的关系,并预测后续最有可能入围ESI世界前1%的学科。 相似文献
4.
摘要: 针对传统交通流预测模型正在由单断面历史数据处理向多断面、多时刻历史数据处理转变,但在考虑各断面间的影响时,多变的交通状况往往会使预测模型复杂化的问题,引入一种多元线性回归最小绝对收缩和选择算子方法(Lasso),并利用其优秀的变量选择能力,在复杂路网多断面中选出相关性较高的断面;结合神经网络(NN)的非线性特性,提出了Lasso NN组合模型.结果表明:Lasso NN模型在路网交叉口对未来15 min交通流数据预测的误差率低于9.2%;在非交叉口的误差率低于6.7%,总体优于各自单独使用得出的结果. 相似文献
5.
通过对预测支持系统研究现状的分析,讨论了预测支持系统如何更好的适用于MIS,为其提供预测支持.并提出了更加适应MIS当今和未来发展的预测支持系统构建模式. 相似文献
6.
基于GM(1,1)模型的某高校招生人数预测 总被引:1,自引:0,他引:1
分析了近年来我国高校招生人数的变化趋势,并利用GM(1,1)模型对某高校2008年的招生人数进行了预测.从而为高校招生人数决策提供了依据。 相似文献
7.
In econometrics, as a rule, the same data set is used to select the model and, conditional on the selected model, to forecast. However, one typically reports the properties of the (conditional) forecast, ignoring the fact that its properties are affected by the model selection (pretesting). This is wrong, and in this paper we show that the error can be substantial. We obtain explicit expressions for this error. To illustrate the theory we consider a regression approach to stock market forecasting, and show that the standard predictions ignoring pretesting are much less robust than naive econometrics might suggest. We also propose a forecast procedure based on the ‘neutral Laplace estimator’, which leads to an improvement over standard model selection procedures. Copyright © 2004 John Wiley & Sons, Ltd. 相似文献
8.
李惠 《厦门理工学院学报》2002,10(1):48-51
本文从应交增值税的核算角度探讨增值税的征收管理 ,认为应该把销项税额与进项税额的核算基础由现行的权责发生制改为收付实现制 ,从而有效控制偷、逃税现象 ,同时促进增值税税收征管的改革 ,使增值税征收管理的方式、手段更趋严密、科学。又从购进固定资产所支付的进项税额的核算角度探讨增值税制由生产型增值税转为消费型增值税 ,认为这种转型有利于提高企业产品的市场竞争力及西部大开发战略的实施等 相似文献
9.
Production logistics involve the co-ordination of ac tivities such as production and materials control (PMC), inventory management, p roduct life cycle management, etc. Those activities demand for an accurate forec asting model. However, the conventional methods of making sell and buy decision based on human forecast or conventional moving average and exponential smoothing methods is no longer be sufficient to meet the future need. Furthermore, the un derlying statistics of the market information change ... 相似文献
10.
通过问卷调查,首先对湖南民众在非典时期的社会心理状况进行描述分析,随后对不同年龄、化程度、职业类型的民众的社会心理特征进行了比较研究,并在此基础上为战胜非典的舆论导向和领导决策提供了相应的心理学依据和对策。 相似文献