Live in Production
StatClinic
The AI Statistician Built for Medicine
Launched June 27, 2025 · statclinic.net
The AI Statistician Built for Medicine
StatClinic is what happens when 13 years of hands-on statistical consulting expertise gets distilled into a platform. Every confused medical student, every resident staring at SPSS output they don't understand, every clinician who published a paper with the wrong test and found out at peer review — StatClinic was built for them.
At its core: an AI-powered research companion that does what no textbook ever managed to do — it starts with your data, not with equations. You describe your study. The platform tells you what test to run, runs it, explains the result in plain language, and walks you through interpreting it for a journal audience. Start to finish. No dead ends.
"The right statistical test is not a matter of preference — it's a matter of scientific validity. StatClinic makes sure researchers get it right the first time."
Built on 13 years of real-world consulting across clinical research projects, StatClinic encodes institutional knowledge that typically costs thousands of dollars per engagement — and delivers it instantly, to anyone, anywhere in the world.
The most dangerous moment in clinical research is when a researcher opens a statistics textbook and guesses. Most statistical errors in published papers aren't caused by incompetence — they're caused by a single wrong turn at the very first question: which test do I use?
The Test Finder Wizard eliminates that wrong turn entirely. A guided diagnostic flow asks five precise questions about your study — then outputs the exact correct test, the statistical assumptions behind it, a rationale for why it applies, and a direct one-click link to the matching calculator.
Example: A researcher studying a new drug's effect on blood pressure across three patient groups.
The Wizard doesn't just pick a test name — it explains why this test, what assumptions to verify, and what to do if those assumptions are violated. It's the difference between a statistician who hands you an answer and one who teaches you to think.
Twenty-plus fully functional calculators, each built specifically for the clinical research context — not the generic statistics education market. Every calculator includes input validation, assumption checkers, interpretation guides, and publication-ready output formatting.
StatClinic isn't a collection of isolated calculators — it's a guided research companion. The entire workflow from research question to publication-ready results is connected, with each step informing the next.
Describe your study type, outcome variable, and population. StatClinic uses this context across the entire workflow — so every recommendation is specific to your research, not generic statistics.
Answer five guided questions about your data structure. The Wizard identifies the exact correct test — with full reasoning — eliminating the most dangerous decision in clinical research.
Before running any test, StatClinic checks the assumptions your test requires — normality, homogeneity of variance, sample size adequacy — and warns you if any are violated, with alternatives if so.
Enter your data. The calculator runs the full analysis — test statistic, degrees of freedom, p-value, confidence intervals, effect sizes — and presents results with clinical interpretations, not raw numbers.
AI translates the statistical output into plain language matched to your research context — answering whether your hypothesis is supported, what the clinical significance is, and how to report it.
Results come formatted for journal submission — APA/AMA style tables, proper decimal precision, and figure-ready charts — ready to drop directly into your manuscript's results section.
StatClinic was designed around a specific insight: the people who most need to understand statistics are often the people with the least time to learn them. Four audiences, one platform.
Statistics courses move fast and assume prior knowledge. StatClinic slows it down — with worked examples, step-by-step guidance, and tests grounded in clinical scenarios you actually recognize.
Under time pressure, running a study you're not trained to run. StatClinic handles the statistics so you can focus on the medicine — and get the methodology right for peer review.
Publishing requires methodological rigor. StatClinic ensures your statistical approach matches your design — from sample size justification through to final significance testing.
Years of clinical expertise, occasional statistics needs. StatClinic provides the precision you need without requiring you to re-learn what you last touched in residency.
The current platform solves the statistics execution problem. The next phase solves the interpretation, communication, and automation problems — features that will make StatClinic the default research environment for clinical academics worldwide.
Paste raw SPSS output — tables full of numbers that mean nothing without a statistics PhD — and get a plain-English interpretation, clinical significance assessment, and publication-ready write-up. The bridge between SPSS and understanding.
A specialized end-to-end environment for thesis statistical chapters. Input your study data, and StatClinic generates your methodology section, results narrative, tables, figures, and statistical appendix — formatted to your institution's requirements.
Pre-submission statistical audit against the specific requirements of your target journal. StatClinic checks reporting standards (CONSORT, STROBE, PRISMA), flags methodology issues before peer review does, and suggests corrections — saving rejection cycles.
Medical research is a global enterprise. Every year, hundreds of thousands of studies are designed, executed, and published by researchers working in resource-constrained environments — without access to statistical consultants, without institutional biostatistics departments, without the $300/hour expert that well-funded institutions take for granted.
StatClinic changes that equation. The same statistical rigor available to a researcher at Johns Hopkins or Oxford — available to a resident in Cairo, a PhD student in Nairobi, a clinician in São Paulo. The quality of the science should not depend on the size of the research budget. StatClinic is the infrastructure that closes that gap.
And because it's built on 13 years of real consulting experience — not textbook theory — it understands the actual mistakes researchers make, the real questions that come up in clinical contexts, and the specific needs of medical rather than general scientific publishing.
| Layer | Technology |
|---|---|
| Frontend | Next.js React TypeScript |
| Statistical Engine | Custom Computation Layer Precision Arithmetic |
| AI Intelligence | LLM-Powered Interpretation Test Finder Logic |
| Visualization | Interactive Charts Forest Plots Survival Curves |
| Content | Medical Blog System SEO Optimized |
| Deployment | Cloud Infrastructure Global CDN |
StatClinic is live and free to use. No account required. Pick your test, run your numbers, get your results.