Nowcasting Mexico’s Short-Term GDP Growth in Real-Time: A Factor Model versus Professional Forecasters

Economía Informa Pub Date : 2016-10-01 DOI:10.31389/eco.49
Marcelo Delajara, Federico Hernández Álvarez, Abel Rodríguez Tirado
{"title":"Nowcasting Mexico’s Short-Term GDP Growth in Real-Time: A Factor Model versus Professional Forecasters","authors":"Marcelo Delajara, Federico Hernández Álvarez, Abel Rodríguez Tirado","doi":"10.31389/eco.49","DOIUrl":null,"url":null,"abstract":"ABSTRACT:We introduce a novel real-time database for the Mexican economy and propose a small-scale mixed-frequency dynamic factor model for nowcasting Mexico’s short-term GDP growth in real-time. We compare our factor-based backcasts, nowcasts, and forecasts with those of the consensus of the survey of professional forecasters during the period from the second quarter of 2008 through the second quarter of 2014. Our results suggest that our factor-based backcasts, nowcasts, and forecasts outperform those of the consensus of professional forecasters in real-time comparisons despite some structural instability during the 2008–09 crisis and its aftermath in 2010.","PeriodicalId":100390,"journal":{"name":"Economía Informa","volume":"63 1","pages":"167 - 182"},"PeriodicalIF":0.0000,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Economía Informa","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.31389/eco.49","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

Abstract

ABSTRACT:We introduce a novel real-time database for the Mexican economy and propose a small-scale mixed-frequency dynamic factor model for nowcasting Mexico’s short-term GDP growth in real-time. We compare our factor-based backcasts, nowcasts, and forecasts with those of the consensus of the survey of professional forecasters during the period from the second quarter of 2008 through the second quarter of 2014. Our results suggest that our factor-based backcasts, nowcasts, and forecasts outperform those of the consensus of professional forecasters in real-time comparisons despite some structural instability during the 2008–09 crisis and its aftermath in 2010.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
实时预测墨西哥短期GDP增长:一个因素模型与专业预测者
摘要:本文引入了一个新的墨西哥经济实时数据库,并提出了一个实时预报墨西哥短期GDP增长的小尺度混频动态因子模型。我们将基于因素的预测、临近预测和预测与专业预测者在2008年第二季度至2014年第二季度期间的调查结果进行了比较。我们的研究结果表明,尽管2008-09年危机及其余波在2010年出现了一些结构性不稳定,但我们基于因素的反向预测、临近预测和预测在实时比较中优于专业预测者的共识。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
#StayAtHome: Social Distancing Policies and Mobility in Latin America and the Caribbean The Socioeconomics of COVID and Lockdowns Outside Advanced Economies: The Case of Bogota Long-Run Economic Losses from COVID-Related Preprimary Program Closures in Latin America and the Caribbean The Impact of the Covid Pandemic Public Policies in Chile on Consumption Short and Long-Run Distributional Impacts of COVID-19 in Latin America
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1