Monte Carlo methods for estimating Mallows's Cp and AIC criteria for PLSR models. Illustration on agronomic spectroscopic NIR data-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Monte Carlo methods for estimating Mallows's Cp and AIC criteria for PLSR models. Illustration on agronomic spectroscopic NIR data

Published:2021-08-25 Issue:10 Volume:35 Page:
ISSN:0886-9383
Container-title:Journal of Chemometrics
language:en
Short-container-title:Journal of Chemometrics

Author:

Lesnoff Matthieu¹²³^ORCID,Roger Jean‐Michel⁴³,Rutledge Douglas N.⁵⁶³

Affiliation:

1. SELMET, Univ Montpellier, CIRAD, INRAe, Institut Agro Montpellier France

2. CIRAD, UMR SELMET Montpellier France

3. ChemHouse Research Group Montpellier France

4. UMR ITAP, INRAe, Montpellier Institut Agro University Montpellier Montpellier France

5. INRAe, AgroParisTech, UMR SayFood Université Paris‐Saclay Paris France

6. National Wine and Grape Industry Centre Charles Sturt University Wagga Wagga Australia

Publisher

Wiley

Subject

Applied Mathematics,Analytical Chemistry

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/cem.3369

Reference53 articles.

1. Investigation of a LOCAL Calibration Procedure for near Infrared Instruments

2. Ridge regression optimization using a harmonious approach

3. Preventing over-fitting in PLS calibration models of near-infrared (NIR) spectroscopy data using regression coefficients

4. Graphical diagnostics for regression model determinations with consideration of the bias/variance trade-off

5. The H-principle in modelling with applications to chemometrics

Cited by 4 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. Averaging a local PLSR pipeline to predict chemical compositions and nutritive values of forages and feed from spectral near infrared data;Chemometrics and Intelligent Laboratory Systems;2024-01

2. Averaging a local PLSR pipeline to predict chemical compositions and nutritive values of forages and feed from spectral near infrared data;2023-08-18

3. Averaging and Stacking Partial Least Squares Regression Models to Predict the Chemical Compositions and the Nutritive Values of Forages from Spectral Near Infrared Data;Applied Sciences;2022-08-04

4. Different Methods for Determining the Dimensionality of Multivariate Models;Frontiers in Analytical Science;2021-10-18

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