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I will diagnose and fix smartpls SEM errors and validity issues
SEM and Data Analysis Specialist
I am an experienced research methodologist with expertise in SmartPLS 4, AMOS, and SPSS. I help students and faculty complete their SEM, CB-SEM, mediation/moderation, and predictive validation (PLSpre...
About this Gig
Are you facing errors, failed hypotheses, or validity issues in your SmartPLS SEM analysis? I provide expert guidance to diagnose and fix common PLS-SEM problems so you can confidently move forward with your research or business study.
This service focuses on identifying issues in both the measurement model and structural model, including low loadings, AVE and CR problems, HTMT violations, multicollinearity, insignificant paths, and model specification errors. I carefully review your SmartPLS outputs and explain what went wrong and how to improve your model.
You will receive clear, step-by-step guidance on correcting validity and reliability issues, refining constructs, and improving model quality. I also help you understand hypothesis testing results and how to report them correctly in a thesis, dissertation, or research report.
This gig is strictly advisory and educational. I guide you through the analysis process and interpretation, ensuring your work remains original and ethically sound.
Ideal for Masters and PhD students, researchers, and professionals using SmartPLS for survey-based studies.
My Portfolio
FAQ
What does “diagnose and fix” mean in this gig?
I review your SmartPLS outputs to identify errors, validity issues, and model weaknesses, then guide you on how to correct them. I explain what went wrong, why it happened, and how to improve it.
Will you run the SmartPLS analysis for me?
No. This is a guidance and interpretation service. I do not submit work on your behalf. I help you understand results and improve your model step by step.
What kind of issues can you help with?
I help with low factor loadings, AVE and CR problems, HTMT violations, multicollinearity (VIF), insignificant paths, model misspecification, and hypothesis interpretation.
What does “Items Cleaned” mean in this gig?
Items cleaned refer to the number of observations (responses) reviewed in your SmartPLS dataset, not survey questions or variables.
Can you help if my hypotheses are not supported?
Yes. I explain why hypotheses may fail and guide you on possible model improvements or how to interpret non-significant results correctly.
Is this service suitable for thesis or journal research?
Yes. This gig is ideal for Master’s, PhD, and journal-level research, as well as professional survey studies using SmartPLS.
Will you write my thesis or results chapter?
No. I provide interpretation guidance and reporting support so you can write your work in your own words while maintaining academic integrity
Reviews
1 reviews for this Gig
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Rating Breakdown
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A aj_hero
United Arab Emirates
He is quick responding also helping you if you ask i will recomnded to my Friend
$50-$100
Price
2 days
Duration
Helpful?
Reviews
1 reviews for this Gig
| (0) | ||
| (1) | ||
| (0) | ||
| (0) | ||
| (0) |
Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
Sort By
Most relevant
A aj_hero
United Arab Emirates
He is quick responding also helping you if you ask i will recomnded to my Friend
$50-$100
Price
2 days
Duration
Helpful?
