Approximate leave-future-out cross-validation for Bayesian time series models
Author:
Affiliation:
1. Department of Computer Science, Aalto University, Espoo, Finland
2. Applied Statistics Center and ISERP, Columbia University, New York, NY, USA
Funder
Academy of Finland
Teknologiateollisuuden 100-Vuotisjuhlasäätiö
Publisher
Informa UK Limited
Subject
Applied Mathematics,Statistics, Probability and Uncertainty,Modeling and Simulation,Statistics and Probability
Link
https://www.tandfonline.com/doi/pdf/10.1080/00949655.2020.1783262
Reference36 articles.
1. Introduction to Time Series and Forecasting
2. Time Series Analysis
3. A Predictive Approach to Model Selection
4. Bayesian Model Assessment and Comparison Using Cross-Validation Predictive Densities
Cited by 64 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. Heteroscedastic Gaussian Process Regression for material structure–property relationship modeling;Computer Methods in Applied Mechanics and Engineering;2024-11
2. A Bayesian Dirichlet auto-regressive moving average model for forecasting lead times;International Journal of Forecasting;2024-10
3. Seasonal-Spatial Distribution Variations and Predictions of Loliolus beka and Loliolus uyii in the East China Sea Region: Implications from Climate Change Scenarios;Animals;2024-07-15
4. Efficient estimation and correction of selection-induced bias with order statistics;Statistics and Computing;2024-06-12
5. New Techniques to Perform Cross-Validation for Time Series Models;Operations Research Forum;2024-06-06
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