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Statistical & Data Analysis

Analysis across fourteen platforms, delivered with the interpretation that turns output into a chapter.

Service

A model that converges is not a model you can defend

Software will give you a p-value in four seconds. Explaining what it means for your hypothesis is the actual work.

Any tool will report a coefficient. Knowing whether the assumption checks passed, whether the model is identified, whether the effect size means anything in your field — that is different work, and it is the work an examiner will question.

We deliver the analysis and the reasoning together, then walk you through every table until you could present it without us.

Statistical & Data Analysis
Free first step. Send your topic, dataset or chapter on WhatsApp and we will tell you what it needs before any money changes hands.
What is included

Everything covered under this service

  • SPSS, AMOS and SmartPLS analysis
  • R, Python, STATA and EViews analysis
  • NVivo, ATLAS.ti and MAXQDA qualitative work
  • Reliability, validity and factor analysis
  • SEM, PLS-SEM and path analysis
  • Regression, mediation and moderation
  • ANOVA, MANOVA and non-parametric tests
  • Meta-analysis and bibliometric analysis
  • Assumption checks documented, not skipped
  • Publication-quality tables and figures

Quantitative and qualitative

On the quantitative side: reliability and validity, factor analysis, SEM and PLS-SEM, regression, mediation and moderation, ANOVA and MANOVA, non-parametric tests, time series, meta-analysis.

On the qualitative side: coding frameworks, thematic analysis and inter-coder agreement in NVivo, ATLAS.ti or MAXQDA — with the audit trail that makes the analysis reproducible.

What you receive
Cleaned dataset with a coding sheet
Editable output and syntax files
Publication-ready tables and figures
Written interpretation of every table
A recorded walkthrough session
Reviewer-response support if the paper comes back
Questions

About this service

Do I get the actual output files?

Yes, always — the .sav, the syntax or script, the model file, the exported tables. If a provider only sends you a PDF of results, you cannot rerun anything, and you cannot answer the question 'what happens if you drop that item?'

My data is messy. Is that a problem?

It is normal. Cleaning, coding, missing-value treatment and outlier decisions are part of the work, and every decision gets documented so it can be defended.

Can you make my results significant?

No. We analyse what the data says. If the hypothesis is not supported, that is a finding, and a well-argued non-significant result is entirely publishable. Anyone offering guaranteed significance is offering to fabricate data.

Free first consultation

Tell us what you are stuck on.

Send your topic, your dataset or one draft chapter. We will tell you honestly what it needs — before you pay anything. The first consultation is free.

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