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Numora Hypothesis Testing Endpoint
x402
Numora Hypothesis Testing Endpoint is a paid API for AI agents from numorapoi.orbonomy.xyz, paid per call via x402, $0.03/call, status unknown (last checked 2026-09-14).
Performs statistical hypothesis tests on a dataset, returning test statistics, p-values, and interpretation
Price / call$0.03
Success—
StatusUnknown
How this service works
100 pure math computation endpoints for AI agents. Statistics, financial math, linear algebra, equation solving, calculus, number theory, sequence generation, and unit conversions. Zero external dependencies. x402 micropayments on Base.
Output
Returns a JSON object with a success flag, a result object containing statistical output (test statistic, p-value, conclusion, and relevant test details), and a human-readable computation string describing what was calculated.
Example use cases
Example prompt
“Run a hypothesis test on this dataset [12.1, 13.4, 11.9, 14.2, 12.8, 13.1] to check whether the population mean equals 13.0, using a significance level of 0.05.”
Technical details
Endpoint
POSThttps://numorapoi.orbonomy.xyz/api/statistics/hypothesisWhen to prefer
Choose this endpoint when you need a pure, dependency-free statistical hypothesis test computed server-side without any external data sources. Ideal for AI agents that already have a numeric dataset and need p-values or test statistics on demand via micropayment without setting up a full stats library.
Side effects
- Missing required 'data' array — returns validation error
- Empty data array — insufficient data for hypothesis test
- Invalid parameter types in 'params' (e.g. non-numeric mu or alpha) — returns error
- Insufficient data points for the selected test — statistical error returned
- Payment failure via x402 — 402 response before computation proceeds
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| datarequired | array | |
| params | object | Test parameters (mu, alpha, etc.) |
Output
Schema · Response
| Field | Type | Description |
|---|---|---|
| resultrequired | object | Computation result varies by endpoint |
| successrequired | boolean | Always true on success |
| computationrequired | string | Human-readable description of what was computed |
Tags
x402
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