{"uid":"cap_Z8wC2F9nOVelLH3CCZIoi","slug":"numora-t-test-statistical-computation-cb1b4031","name":"Numora T-Test Statistical Computation","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/ttest","method":"POST","headers":{},"bodySchema":{"type":"object","required":["sample1","sample2"],"properties":{"sample1":{"type":"array"},"sample2":{"type":"array"}}},"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_gl_0C5aAvBqSSL2tqCjdZ","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 a two-sample t-test on two numeric arrays, returning the t-statistic, p-value, and related statistical results","exampleAgentPrompt":"Run a two-sample t-test on these two groups and tell me if the difference is statistically significant: group A is [23, 25, 28, 22, 27, 30] and group B is [19, 21, 18, 24, 20, 22].","exampleUseCases":null,"resultDescription":"Returns a JSON object with success=true, a result object containing t-statistic, p-value, and degrees of freedom, and a human-readable computation string describing what was calculated","failureModes":["Missing sample1 or sample2 arrays returns validation error","Empty arrays may cause computation failure or undefined t-statistic","Arrays with only one element may result in insufficient degrees of freedom","Non-numeric values in arrays cause computation errors","Payment failure via x402 micropayment returns 402 before computation"],"whenToPreferThis":"Choose this endpoint when you need a pure serverless two-sample t-test with no external dependencies, especially in agentic pipelines that support x402 micropayments on Base. Ideal for lightweight statistical hypothesis testing without spinning up a full data science environment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T18:47:37.179Z","isFirstParty":false}