Structural Equation Modeling with PLS-SEM
Partial Least Squares SEM estimates relationships among latent constructs while assessing measurement quality; suited to complex models and moderate samples.
Survey research with multi-construct models, prediction, mediation and moderation.
Questionnaire data in Excel or SPSS, the instrument with construct assignments, conceptual model and hypotheses.
Measurement model (loadings, alpha, CR, AVE, Fornell-Larcker, HTMT), structural model (bootstrap paths, R², f², Q²), mediation/moderation, ready tables and figures.
Project file و Do-file / R & Python Script لتكرار النتائج ١٠٠٪
ملف Word قابل للتحرير جاهز للفصل الرابع أو ورقة ISI/Scopus
مخطط المسار والعلّي والتقلب وباريتو — 300 DPI / SVG
تفسير إحصائي كامل + دعم حتى المناقشة أو قبول المحكمين
Common questions
My sample is small; is PLS-SEM suitable?
It depends on model structure and path count; send your data and model for a pre-check.
What is the minimum output for a defense?
Measurement and structural tables, the model figure with coefficients, and the bootstrap report.
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Send your task details in the first message; data review and the quote happen in the same chat.