Dr. Imran Sarmad
PhD Statistical Consultant
for Research & Thesis Analysis
Advanced quantitative modeling support for thesis, dissertation, journal, clinical, health, and applied research — with clear statistical analysis, defensible interpretation, and publication-ready reporting.SEM/CFA | LPA/LCA | Regression | Econometrics | Causal Inference | Survival Analysis | R | Mplus | Stata | SPSS | AMOS
STATISTICAL CONSULTING
Problems I Help Solve
Many research projects become difficult when the model choice, assumptions, data structure, or interpretation are not fully aligned with the research question. I help clarify these issues and turn statistical uncertainty into clear, defensible conclusions.
Model Selection Confusion
I review the research question, variables, data structure, and study design to recommend an appropriate statistical pathway.
Difficult Output Interpretation
I translate SPSS, R, Mplus, Stata, and AMOS output into clear, research-facing interpretation.
Reviewer/Supervisor Comments
I help identify the statistical concern, strengthen the explanation, and suggest defensible revisions or additional checks.
METHODS & EXPERTISE
Core Statistical Consulting Areas
Advanced quantitative support for research projects that require more than software output — clear model choice, careful interpretation, and defensible reporting.
SEM, CFA, LPA/LCA & Psychometrics
Measurement models, model fit, factor loadings, mediation, profile enumeration, entropy, covariates, distal outcomes, and R3STEP/BCH-style interpretation.
Regression, Econometrics, Causal & Clinical Models
Linear/logistic models, panel data, moderation, survival/Cox analysis, confounding, covariate adjustment, real-world evidence, and cautious causal interpretation.
Thesis, Manuscript & Reviewer Support
Statistical planning, output interpretation, methods/results wording, supervisor or reviewer comments, robustness checks, and publication-ready reporting.
HOW I CAN HELP
Focused Consulting Options
Start with a clear, manageable review before moving into full analysis, interpretation, manuscript support, or reviewer-response work.
Focused Review
Early-Stage Clarity
Research question mapping, variable review, model recommendation, assumptions, feasibility concerns, and next-step analysis planning.
Analysis & Interpretation Support
Thesis & Manuscript Support
Output interpretation, SEM/CFA, LPA/LCA, regression, causal or clinical modeling support, methods/results wording, and reviewer-ready explanation.
Ready to Clarify Your Analysis?
Share your research question, study design, dataset structure, current output, supervisor/reviewer comments, and target output. I will review whether I can support the project and suggest a clear next step for focused review, full analysis, or interpretation support.Professional integrity: Statistical consulting is provided to support transparent, ethical, and defensible research.