Exponential Time Trends in a Fractional Integration Model

IF 1.4 Q3 ECONOMICS Econometrics Pub Date : 2024-05-31 DOI:10.3390/econometrics12020015
Guglielmo Maria Caporale, Luis Alberiko Gil-Alana
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引用次数: 0

Abstract

This paper introduces a new modelling approach that incorporates nonlinear, exponential deterministic terms into a fractional integration framework. The proposed model is based on a specific test on fractional integration that is more general than the standard methods, which allow for only linear trends.. Its limiting distribution is standard normal, and Monte Carlo simulations show that it performs well in finite samples. Three empirical examples confirm that the suggested specification captures the properties of the data adequately.
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分数积分模型中的指数时间趋势
本文介绍了一种新的建模方法,它将非线性指数确定项纳入了分数积分框架。提出的模型基于对分数积分的特定检验,比只允许线性趋势的标准方法更通用。它的极限分布是标准正态分布,蒙特卡罗模拟表明它在有限样本中表现良好。三个经验实例证实,所建议的规范能充分捕捉数据的特性。
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来源期刊
Econometrics
Econometrics Economics, Econometrics and Finance-Economics and Econometrics
CiteScore
2.40
自引率
20.00%
发文量
30
审稿时长
11 weeks
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