{"uid":"cap_Tji55D1t6dlDaqVKKXsJ7","slug":"numora-hypothesis-testing-endpoint-51ae9eec","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://numormor.netlify.app/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":{"p10Cents":"10.0000","medianCents":"10.0000","p90Cents":"10.0000","minCents":"10.0000","maxCents":"10.0000","p95Cents":"10.0000","sampleCount":1,"varies":false,"failureChargeRate":1},"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.1/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_q5X-EQ1W2OwtxZasKFGIv","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.1","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 numeric dataset using configurable parameters such as significance level and population mean.","exampleAgentPrompt":"Can you run a one-sample hypothesis test on this dataset [12.3, 14.1, 11.8, 13.5, 12.9] to check if the mean is significantly different from 13.0, using a significance level of 0.05?","exampleUseCases":null,"resultDescription":"Returns a JSON object with success=true, a result object containing the test statistic, p-value, and decision (reject/fail to reject null hypothesis), plus a human-readable computation description of what was computed.","failureModes":["Empty or missing data array returns validation error","Non-numeric values in data array cause computation failure","Invalid alpha value (outside 0-1 range) may produce undefined behavior","Insufficient sample size may produce unreliable results","Malformed params object returns error","Payment failure via x402 returns 402 status before computation"],"whenToPreferThis":"Choose this endpoint when you need a serverless, zero-dependency statistical hypothesis test computed on-demand with micropayment pricing. Ideal for AI agents that need quick one-off hypothesis tests without setting up a statistics library or managing infrastructure. Best for small-to-medium numeric arrays where you need a p-value and test decision.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T06:48:17.543Z","isFirstParty":false}