{"uid":"cap_KlYXLTtLXbzalBfzEPNqJ","slug":"numora-hypothesis-testing-endpoint-13b98440","name":"Numora Hypothesis Testing Endpoint","description":"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.","url":"https://numorapoi.orbonomy.xyz/api/statistics/hypothesis","method":"POST","headers":{},"bodySchema":{"type":"object","required":["data"],"properties":{"data":{"type":"array"},"params":{"type":"object","description":"Test parameters (mu, alpha, etc.)"}}},"responseSchema":{"type":"object","required":["success","result","computation"],"properties":{"result":{"type":"object","description":"Computation result varies by endpoint"},"success":{"type":"boolean","description":"Always true on success"},"computation":{"type":"string","description":"Human-readable description of what was computed"}}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.1","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.03/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.03","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.03","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_LkVFvTuztzsqFVLbGqbe3","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.03","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Performs statistical hypothesis tests on a dataset, returning test statistics, p-values, and interpretation","exampleAgentPrompt":"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.","exampleUseCases":null,"resultDescription":"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.","failureModes":["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"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T18:50:53.228Z","isFirstParty":false}