Multiple testing correction

Open Multiple testing correction on Happytails.ai. This view has the same page content and links, with explicit tool capabilities. Read the processing notes before using a tool.

Tool capabilities

{
  "id": "multiple-testing-correction",
  "category": "calculators",
  "built": true,
  "requirements": "Up to 10,000 p-values, decimal-point notation, each from 0 to 1. Use the entire planned family. Holm and Bonferroni control family-wise error. BH controls false discovery rate under independence or appropriate positive dependence; BY supports arbitrary dependence with valid input p-values.",
  "implementation": {
    "fields": [
      {
        "key": "method",
        "label": "Adjustment method",
        "value": "Holm",
        "type": "select",
        "values": [
          "Holm",
          "Bonferroni",
          "Benjamini–Hochberg",
          "Benjamini–Yekutieli"
        ]
      },
      {
        "key": "alpha",
        "label": "Decision threshold alpha",
        "value": 0.05,
        "type": "number",
        "min": 1e-06,
        "max": 0.5,
        "step": "any"
      }
    ],
    "note": "Paste the complete planned family of p-values from 0 to 1, separated by spaces, newlines, commas or semicolons. Use decimal points. Up to 10,000 values. Holm/Bonferroni control family-wise error; BH/BY control false discovery rate under their stated assumptions.",
    "input": true,
    "live": true,
    "presentation": "metrics",
    "background": true,
    "inputMaxLength": 1000000,
    "inputErrorCode": "STAT_SIZE",
    "experience": {
      "automatic": true,
      "single": false,
      "inputMaxLength": 1000000,
      "inputMode": "text",
      "label": "Your text",
      "placeholder": "Type or paste your input…",
      "help": "Change the input or settings to update your result. Results update as you type. Up to 1,000,000 characters.",
      "helpParts": [
        "Change the input or settings to update your result.",
        "Results update as you type.",
        "Up to 1,000,000 characters."
      ],
      "action": null
    },
    "mode": "automatic",
    "interactive": false
  },
  "execution": "Browser interface",
  "api": null,
  "browser_agent": {
    "supported": true,
    "name": "run_current_tool",
    "discovery": "WebMCP on the human page in a supporting browser",
    "verification": "See audit/API-AUDIT.md; availability is not verification"
  }
}

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