Partial Least Squares Path Modeling on Second-Order Latent Variable Evaluation Model and its Application

被引：0

作者：

Li, Yang ^{[1
]}

Yi, Danhui ^{[1
]}

Zhang, Huiyun

机构：

[1] Renmin Univ China, Sch Stat, Beijing 100872, Peoples R China

来源：

PLS '09: PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON PARTIAL LEAST SQUARES AND RELATED METHODS | 2009年

关键词：

Evaluation; Latent variable; Partial Least Squares;

D O I：

暂无

中图分类号：

O29 [应用数学];

学科分类号：

070104 ;

摘要：

Evaluation is a key issue in research of social science. In this paper, we discussed a second-order latent variable evaluation method by PLS path modelling. We explain the structure of second-order confirmatory SEM and modified the algorithm of PLS. A practice work of clinical evaluation was discussed at the end.

引用

页码：121 / 126

页数：6

共 50 条

[31] Error-based nonlinear partial least squares method embedded least squares support vector machine and its application to qantitative structure-activity relationships
Li, JA
Chen, DZ
Cheng, Z
Ye, ZQ
CHINESE JOURNAL OF ANALYTICAL CHEMISTRY, 2006, 34 (02) : 263 - 266
[32] Non-linear partial least squares and its application to minimising scale formation at a steel hot mill
Evans, M.
Kennedy, J.
Thomas, P.
MATERIALS SCIENCE AND TECHNOLOGY, 2012, 28 (12) : 1513 - 1522
[33] Model selection uncertainty and multimodel inference in partial least squares structural equation modeling (PLS-SEM)
Danks, Nicholas P.
Sharma, Pratyush N.
Sarstedt, Marko
JOURNAL OF BUSINESS RESEARCH, 2020, 113 : 13 - 24
[34] A useful quantitative model for determination of enantiomeric composition of racemate praziquantel by ultraviolet spectroscopy combined with partial least squares and its application to praziquantel tablets
Zhao, Man
Meng, Ran
Lu, Yifang
Hu, Lingyun
Sun, Na
Nie, Lei
Wang, Haina
JOURNAL OF INNOVATIVE OPTICAL HEALTH SCIENCES, 2018, 11 (03)
[35] Application of latent root regression for calibration in near-infrared spectroscopy. Comparison with principal component regression and partial least squares
Vigneau, E
Bertrand, D
Qannari, EM
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1996, 35 (02) : 231 - 238
[36] Unfolded partial least-squares with residual quadrilinearization: A new multivariate algorithm for processing five-way data achieving the second-order advantage. Application to fourth-order excitation-emission-kinetic-pH fluorescence analytical data
Maggio, Ruben M.
Munoz de la Pena, Arsenio
Olivieri, Alejandro C.
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2011, 109 (02) : 178 - 185
[37] Study of Tobacco Sensory Evaluation Model in Near Infrared Spectroscopy by Semi Supervised-Partial Least Squares
Liang Miao
Cai Jia-Yue
Yang Kai
Shu Ru-Xin
Zhao Long-Lian
Zhang Lu-Da
Li Jun-Hui
CHINESE JOURNAL OF ANALYTICAL CHEMISTRY, 2014, 42 (11) : 1687 - 1691
[38] Delaunay triangulation with partial least squares projection to latent structures: a model for G-protein coupled receptors classification and fast structure recognition
Wen, Z.
Li, M.
Li, Y.
Guo, Y.
Wang, K.
AMINO ACIDS, 2007, 32 (02) : 277 - 283
[39] Baseline correction combined partial least squares algorithm and its application in on-line Fourier transform infrared quantitative analysis
Peng, Jiangtao
Peng, Silong
Xie, Qiong
Wei, Jiping
ANALYTICA CHIMICA ACTA, 2011, 690 (02) : 162 - 168
[40] Analyzing Apomorphine-Mediated Effects in a Cell Model for Parkinson's Disease with Partial Least Squares Structure Equation Modeling
Pepe, Daniele
Do, Jin Hwan
JOURNAL OF COMPUTATIONAL BIOLOGY, 2020, 27 (08) : 1273 - 1282

← 1 2 3 4 5 →