SCEA T Test
Automated Hypothesis Testing Workbench
A high-performance statistical analysis application designed for experimental researchers. Perform rapid, automated hypothesis testing on bioscience datasets with professional-grade rigor directly in your browser.
Automated Inference & Human-Readable Conclusions.
The SCEA T Test calculates exact P-values and 95% Confidence Intervals using the Student's t distribution. It generates an automated, human-readable conclusion that interprets results based on your chosen significance level (alpha), streamlining the move from raw data to research findings.
Core Capabilities
Full T-Test Suite
Complete support for One-Sample, Paired, and Independent Two-Sample tests (Welch’s T-Test) to compare experimental groups with precision.
Type Inference
Intelligent engine automatically distinguishes between numeric dependent variables and categorical grouping variables upon CSV upload.
Interactive Workbench
Multi-panel interface with a "Quick Analyze" rail and status bar, optimized for long research sessions and real-time state tracking.
Professional Export
Export comprehensive results directly as DOCX (Word) or Excel files for immediate inclusion in research papers or further data manipulation.
How to Operate
Upload your CSV dataset. The tool automatically calculates real-time descriptive statistics (N, Mean, SD, SE) for all detected groups.
Select your groups and alternative hypothesis (One-Tailed or Two-Tailed). The Welch-Satterthwaite equation handles unequal variances.
Review the automated conclusion and p-value results. Download your session data and findings in professional office formats.
Perform rapid, automated hypothesis testing with professional-grade rigor.