run_statistical_analysis

Active

declared in 1.0.0

Run a statistical analysis computation. Supports: Wilson confidence intervals, binomial proportions, phase transition success rates, power calculations, Bayesian posterior estimates, descriptive statistics, and two-proportion comparisons. Returns computed values, interpretation, and LaTeX formula.

Parameters schema

{
  "type": "object",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "required": [
    "analysis_type",
    "inputs"
  ],
  "properties": {
    "inputs": {
      "type": "object",
      "description": "Named input parameters. wilson_ci: {successes, n, confidence}. phase_transition_rate: {phase, indication, n_succeeded, n_total}. power_calculation: {n, effect_size, alpha}. bayesian_posterior: {prior_success_rate, n_observed, n_success, prior_strength?}. descriptive_stats: {values: number[]}. failure_rate_comparison: {a_success, a_n, b_success, b_n}.",
      "propertyNames": {
        "type": "string"
      },
      "additionalProperties": {
        "anyOf": [
          {
            "type": "number"
          },
          {
            "type": "string"
          },
          {
            "type": "array",
            "items": {
              "type": "number"
            }
          }
        ]
      }
    },
    "context": {
      "type": "string",
      "description": "Optional context about what this analysis is for"
    },
    "analysis_type": {
      "enum": [
        "wilson_ci",
        "phase_transition_rate",
        "power_calculation",
        "bayesian_posterior",
        "descriptive_stats",
        "failure_rate_comparison"
      ],
      "type": "string"
    }
  },
  "additionalProperties": false
}

What this tool wraps· 0 endpoints

min confidence0.70 0.50

No endpoints wrapped at confidence ≥ 0.50.

Parent server

Claidex MCP

https://github.com/ssatanis/claidex-sentinel

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