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
收藏
页码:121 / 126
页数:6
相关论文
共 50 条
  • [1] Reflections on Partial Least Squares Path Modeling
    McIntosh, Cameron N.
    Edwards, Jeffrey R.
    Antonakis, John
    ORGANIZATIONAL RESEARCH METHODS, 2014, 17 (02) : 210 - 251
  • [2] Partial least squares path modeling: Time for some serious second thoughts
    Ronkko, Mikko
    McIntosh, Cameron N.
    Antonakis, John
    Edwards, Jeffrey R.
    JOURNAL OF OPERATIONS MANAGEMENT, 2016, 47-48 : 9 - 27
  • [3] On a versatile second-order multivariate calibration method based on partial least-squares and residual bilinearization: Second-order advantage and precision properties
    Olivieri, AC
    JOURNAL OF CHEMOMETRICS, 2005, 19 (04) : 253 - 265
  • [4] The Effects of Chance Correlations on Partial Least Squares Path Modeling
    Ronkko, Mikko
    ORGANIZATIONAL RESEARCH METHODS, 2014, 17 (02) : 164 - 181
  • [5] How to Address Endogeneity in Partial Least Squares Path Modeling
    Benitez, Jose
    Henseler, Jorg
    Roldan, Jose L.
    AMCIS 2016 PROCEEDINGS, 2016,
  • [6] Multidimensional model of apathy in older adults using partial least squares—path modeling
    Stéphane Raffard
    Catherine Bortolon
    Marianna Burca
    Marie-Christine Gely-Nargeot
    Delphine Capdevielle
    AGE, 2016, 38
  • [7] Variable selection for partial least squares modeling by genetic algorithms
    Chu, XL
    Yuan, HF
    Wang, YB
    Lu, WZ
    CHINESE JOURNAL OF ANALYTICAL CHEMISTRY, 2001, 29 (04) : 437 - 442
  • [8] Partial least squares variable selection method and its application in drug source analysis
    Zhu Er-Yi
    Lin Yan
    Zhuang Zan-Yong
    CHINESE JOURNAL OF ANALYTICAL CHEMISTRY, 2007, 35 (07) : 973 - 977
  • [9] Multidimensional model of apathy in older adults using partial least squares-path modeling
    Raffard, Stephane
    Bortolon, Catherine
    Burca, Marianna
    Gely-Nargeot, Marie-Christine
    Capdevielle, Delphine
    AGE, 2016, 38 (03)
  • [10] Application of Variable Selection in Hydrological Forecasting Based on Partial Least Squares
    Ma Tengfei
    Wang Chuanhai
    Ma Tengfei
    Wang Chuanhai
    PROCEEDINGS OF 2012 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2012), 2012, : 1990 - 1994