Quantile-based PLS-SEM with bag of little bootstraps. (English) Zbl 07897869
MSC:
62-XX
Found 23 Documents (Results 1–23)
IPLSL and IPLSQ: two types of imputation PLS algorithms for hierarchical latent variable model. (English) Zbl 07702520
MSC:
62-XX
Quantile composite-based path modeling: algorithms, properties and applications. (English) Zbl 07703092
A class of new partial least square algorithms for first and higher order models. (English) Zbl 07584557
MSC:
62-XX
Regression analysis with compositional data using orthogonal log-ratio coordinates. (English) Zbl 1524.62315
Generalized properties for Hanafi-Wold’s procedure in partial least squares path modeling. (English) Zbl 1505.62175
MSC:
62-08
Data-mining homogeneous subgroups in multiple regression when heteroscedasticity, multicollinearity, and missing variables confound predictor effects. (English) Zbl 07500166
MSC:
62-XX
Measuring economic vulnerability: a structural equation modeling approach. (English) Zbl 1436.62684
Greselin, Francesca (ed.) et al., Statistical learning of complex data. Selected papers of the 11th scientific meeting of the Classification and Data Analysis Group of the Italian Statistical Society (CLADAG 2017), Milan, Italy, September 13–15, 2017. Cham: Springer. Stud. Classification Data Anal. Knowl. Organ., 95-102 (2019).
Assessment and validation in quantile composite-based path modeling. (English) Zbl 1366.62155
Abdi, Hervé (ed.) et al., The multiple facets of partial least squares methods. PLS, Paris, France, May 26–28, 2014. Cham: Springer (ISBN 978-3-319-40641-1/hbk; 978-3-319-40643-5/ebook). Springer Proceedings in Mathematics & Statistics 173, 169-185 (2016).
Partial least squares for heterogeneous data. (English) Zbl 1366.62131
Abdi, Hervé (ed.) et al., The multiple facets of partial least squares methods. PLS, Paris, France, May 26–28, 2014. Cham: Springer (ISBN 978-3-319-40641-1/hbk; 978-3-319-40643-5/ebook). Springer Proceedings in Mathematics & Statistics 173, 3-15 (2016).
Consistent and asymptotically normal PLS estimators for linear structural equations. (English) Zbl 1507.62047
Generalized orthogonal components regression for high dimensional generalized linear models. (English) Zbl 1468.62123
Genetic algorithm segmentation in partial least squares structural equation modeling. (English) Zbl 1290.90090
MSC:
90C59
Regularized multivariate regression models with skew-\(t\) error distributions. (English) Zbl 1285.62073
Using the hybrid two-step estimation approach for the identification of second-order latent variable models. (English) Zbl 1514.62494
MSC:
62-XX
A comparative review of dimension reduction methods in approximate Bayesian computation. (English) Zbl 1331.62123
Goodness-of-fit indices for partial least squares path modeling. (English) Zbl 1305.65042
MSC:
62-08
Non-metric partial least squares. (English) Zbl 1295.62004
MSC:
62-07
62H25
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