登录 注册 会员服务 联系我们

How is machine learning useful for macroeconomic forecasting?

  • Published:2022-06-23 Issue:5 Volume:37 Page:920-964
  • ISSN:0883-7252
  • Container-title:Journal of Applied Econometrics
  • language:en
  • Short-container-title:J of Applied Econometrics

Author:

Goulet Coulombe Philippe1,Leroux Maxime1,Stevanovic Dalibor1,Surprenant Stéphane1

Affiliation:

1. Département des Sciences économiques Université du Québec à Montréal Montréal Québec Canada

Publisher

Wiley

Subject

Economics and Econometrics,Social Sciences (miscellaneous)

Reference105 articles.

1. Choosing among Regularized Estimators in Empirical Economics: The Risk of Machine Learning

2. Vulnerable Growth

3. An Empirical Comparison of Machine Learning Models for Time Series Forecasting

4. Prediction of time series by statistical learning: General losses and fast rates;Alquier P.;Dependence Modeling,2013

5. Sentiments

Cited by 50 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Forecasting UK inflation bottom up;International Journal of Forecasting;2024-10

2. A machine learning approach in stress testing US bank holding companies;International Review of Financial Analysis;2024-10

3. Machine learning and economic forecasting: The role of international trade networks;Physica A: Statistical Mechanics and its Applications;2024-09

4. Forecasting Inflation Using Economic Narratives;Journal of Business & Economic Statistics;2024-08-15

5. Using machine learning for NEETs and sustainability studies: Determining best machine learning algorithms;Socio-Economic Planning Sciences;2024-08
同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3