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squares structural equation modelling pls sem  (Sarstedt)

 
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    Sarstedt squares structural equation modelling pls sem
    Squares Structural Equation Modelling Pls Sem, supplied by Sarstedt, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/pls+model/equation+modeling+squares+structural/pm42029867-734-15-7
    Average 86 stars, based on 1 article reviews
    squares structural equation modelling pls sem - by Bioz Stars, 2026-09
    86/100 stars

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    other:

    Article Title: Impact of urban form on carbon emissions of residents in counties: evidence from Yangtze River Delta, China.
    Article Snippet: Urban form is a key factor affecting carbon emissions.. Accurately estimating the impact of urban form on the carbon emissions of residents (CER) is an important prerequisite for China to adopt effective low-carbon spatial planning strategies and respond to climate change.. However, counties mainly account for China’s energy consumption, and the relationship between their urban form and the CER remains unclear, limiting their low-carbon development.

    Article Title: Strategic Insights to Enhance Student Loyalty Through Service Quality and Satisfaction: Importance-Performance Map Analysis
    Article Snippet: Fig 3 presents the PLS Model and IPMA results. the IPMA findings show the performance values of each latent variable rather than the values of R2 of the endogenous variables (Ringle & Sarstedt, 2016).

    Article Title: Determinants of students’ continuance intention to use blogs to learn: an empirical investigation
    Article Snippet: This study examines factors influencing students’ continuance intention to use blogs to learn in an undergraduate-level course.. The research uses constructs from relevant theoretical frameworks, including the technology acceptance model, social cognitive theory, innovation diffusion theory, and expectation–confirmation model. A survey administered to 108 university students in a Canadian university was analysed using the partial least squares technique.. The results show that perceived usefulness and perceived compatibility have positive effects on students’ attitudes towards blog use; perceived ease of use did not.

    Biomarker Discovery:

    Article Title: Testing the predictive power of PLS through cross-validation in banking
    Article Snippet: Article history: Received 1 January 2016 Received in revised form 1 March 2016 Accepted 1 March 2016 Available online xxxx This paper aims to predict the relationship quality (satisfaction, trust, and commitment) of a customer with a Spanish saving bank by using both the quality of service operations and the usage of e-banking, on the relationship quality (satisfaction, trust, and commitment) of a customerwith a Spanish saving bank.. A competitive strategy follows testing three alternative models employing PLS path modeling with a primary dataset obtained through both an online survey and internal bank databases of almost one thousand customers.. This study includes the predictive validation of models using hold out samples and testing for casual asymmetry.

    Control:

    Article Title: Differential effects of formal and self-control in mobile platform ecosystems: Multi-method findings on third-party developers’ continuance intentions and application quality
    Article Snippet: Although control modes have been studied extensively in traditional IS contexts, minimal attention has been directed toward understanding how different control modes operate in platform ecosystems.. Drawing on the IS control and self-determination literatures, we examined the differential effects of formal and self-control on third-party developers’ continuance intentions and application quality on mobile software platforms.. Two studies from a laboratory experiment (N = 138) and a follow-up field survey with Android app developers (N = 230) show that self-control is superior to formal control because it allows for higher perceived autonomy that in turn promotes continuance intentions and application quality.

    Construct:

    Article Title: Red Tape and Ambidexterity in Government Units
    Article Snippet: This article draws upon the concept of two-dimensional red tape incorporating lack of functionality and compliance burden, and seeks to examine their individual relationships with ambidexterity responding to call for research in this area.. Drawing upon the behavioural theory of the firm and red tape literature, the theoretical framework was developed.. Using data from 132 bureaucrats in Nepal, the theoretical framework was tested.



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    Multivariate analysis of urinary ¹H NMR metabolomic profiles across groups: Primary Mitochondrial Disease (PMD, orange), Suspected Mitochondrial Disease (SMD, yellow), Control individuals (green), Chronic Kidney Disease (CKD) stages 1–2 (lilac) and stages 3–5 (purple). The ellipses represent 95% confidence intervals. A Principal Component Analysis (PCA) highlights distinct metabolic fingerprint in CKD patients compared to other groups. B Corresponding supervised model using partial least squares discriminant analysis (PLS-DA) shows metabolic divergence between groups, particularly between PMD, CKD3-5, and controls. PMD primary mitochondrial disease, SMD suspected mitochondrial dysfunction, CKD chronic kidney disease

    Journal: Metabolomics

    Article Title: NMR-based urinary biomarkers in pediatric primary mitochondrial disorders and chronic kidney disease: shared mitochondrial dysfunction, diverging biosignatures

    doi: 10.1007/s11306-025-02363-8

    Figure Lengend Snippet: Multivariate analysis of urinary ¹H NMR metabolomic profiles across groups: Primary Mitochondrial Disease (PMD, orange), Suspected Mitochondrial Disease (SMD, yellow), Control individuals (green), Chronic Kidney Disease (CKD) stages 1–2 (lilac) and stages 3–5 (purple). The ellipses represent 95% confidence intervals. A Principal Component Analysis (PCA) highlights distinct metabolic fingerprint in CKD patients compared to other groups. B Corresponding supervised model using partial least squares discriminant analysis (PLS-DA) shows metabolic divergence between groups, particularly between PMD, CKD3-5, and controls. PMD primary mitochondrial disease, SMD suspected mitochondrial dysfunction, CKD chronic kidney disease

    Article Snippet: Multivariate analysis (MVA) trough Principal component analysis (PCA) and partial-least-squares discriminant analysis (PLS-DA) models (SIMCA-P 11.5, Umetrics, Umeå, Sweden), were performed on full resolution 1 H NMR spectra, after unit variance (UV) scaling of the spectra.

    Techniques: Metabolomic, Control

    Supervised multivariate models and spectral features associated with mitochondrial disorders. I. Partial Least Squares Discriminant Analysis (PLS-DA) models were generated to compare patients with PMD to: A controls, B SMD, C . CKD stages 1–2, and D . CKD stages 3–5. The corresponding Q² values, indicate the predictive performance of each model. Clear discrimination was observed between PMD and controls (Q² = 0.53), and both CKD subgroups (Q² = 0.62 and 0.78). In contrast, the model comparing PMD to SMD showed lower predictive performance (Q² = 0.25), reflecting significant metabolic overlap. II. Corresponding loadings plot of model A, color-coded by variable importance in projection (VIP) scores for the first latent variable (LV1) highlighting spectral regions that contribute most to the separation between PMD and controls. (regions around 1.2–2.5 ppm and 3.0–4.5 ppm, consistent with metabolites involved in amino acid metabolism, organic acids, and energy-related pathways). Three-letter code used for amino acids. Abbreviations: 3-HBA: 3-hydroxybutyrate; 4-HPA: 4-hydroxyphenylacetate; N -PhAcGly: N -phenylacetylglycine. Ui: resonances at chemical shift i, which remain unassigned (or with tentative assignment)

    Journal: Metabolomics

    Article Title: NMR-based urinary biomarkers in pediatric primary mitochondrial disorders and chronic kidney disease: shared mitochondrial dysfunction, diverging biosignatures

    doi: 10.1007/s11306-025-02363-8

    Figure Lengend Snippet: Supervised multivariate models and spectral features associated with mitochondrial disorders. I. Partial Least Squares Discriminant Analysis (PLS-DA) models were generated to compare patients with PMD to: A controls, B SMD, C . CKD stages 1–2, and D . CKD stages 3–5. The corresponding Q² values, indicate the predictive performance of each model. Clear discrimination was observed between PMD and controls (Q² = 0.53), and both CKD subgroups (Q² = 0.62 and 0.78). In contrast, the model comparing PMD to SMD showed lower predictive performance (Q² = 0.25), reflecting significant metabolic overlap. II. Corresponding loadings plot of model A, color-coded by variable importance in projection (VIP) scores for the first latent variable (LV1) highlighting spectral regions that contribute most to the separation between PMD and controls. (regions around 1.2–2.5 ppm and 3.0–4.5 ppm, consistent with metabolites involved in amino acid metabolism, organic acids, and energy-related pathways). Three-letter code used for amino acids. Abbreviations: 3-HBA: 3-hydroxybutyrate; 4-HPA: 4-hydroxyphenylacetate; N -PhAcGly: N -phenylacetylglycine. Ui: resonances at chemical shift i, which remain unassigned (or with tentative assignment)

    Article Snippet: Multivariate analysis (MVA) trough Principal component analysis (PCA) and partial-least-squares discriminant analysis (PLS-DA) models (SIMCA-P 11.5, Umetrics, Umeå, Sweden), were performed on full resolution 1 H NMR spectra, after unit variance (UV) scaling of the spectra.

    Techniques: Generated