calc_effect_size
Calculate and interpret statistical effect sizes including Cohen's d, η², f², odds ratio, and correlation for quantitative research analysis.
Instructions
효과크기 계산 및 해석 (Cohen's d, η², f², OR, RR)
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| type | Yes | 효과크기 유형 | |
| values | Yes | 계산에 필요한 값들 |
Implementation Reference
- src/tools/index.ts:1211-1253 (handler)The handler function that executes the calc_effect_size tool logic, computing various effect sizes (Cohen's d, eta², f², OR) based on input type and values, with interpretations.
function handleCalcEffectSize(args: Record<string, unknown>) { const type = args.type as string; const values = args.values as Record<string, number>; let result: any = { type }; switch (type) { case "cohens_d": if (values.mean1 && values.mean2 && values.sd_pooled) { result.effect_size = ((values.mean1 - values.mean2) / values.sd_pooled).toFixed(3); } else if (values.t && values.n1 && values.n2) { result.effect_size = (values.t * Math.sqrt((values.n1 + values.n2) / (values.n1 * values.n2))).toFixed(3); } result.interpretation = { small: "0.2", medium: "0.5", large: "0.8" }; break; case "eta_squared": if (values.ss_effect && values.ss_total) { result.effect_size = (values.ss_effect / values.ss_total).toFixed(3); } result.interpretation = { small: "0.01", medium: "0.06", large: "0.14" }; break; case "f_squared": if (values.r_squared) { result.effect_size = (values.r_squared / (1 - values.r_squared)).toFixed(3); } result.interpretation = { small: "0.02", medium: "0.15", large: "0.35" }; break; case "odds_ratio": if (values.or) { result.effect_size = values.or; result.cohens_d_approx = (Math.log(values.or) * Math.sqrt(3) / Math.PI).toFixed(3); } break; } return result; } - src/tools/index.ts:144-155 (schema)Input schema definition for the calc_effect_size tool, specifying the type enum and values object.
inputSchema: { type: "object", properties: { type: { type: "string", enum: ["cohens_d", "eta_squared", "f_squared", "odds_ratio", "correlation"], description: "효과크기 유형" }, values: { type: "object", description: "계산에 필요한 값들" }, }, required: ["type", "values"], }, - src/tools/index.ts:142-156 (registration)Registration of the calc_effect_size tool in the exported tools array.
name: "calc_effect_size", description: "효과크기 계산 및 해석 (Cohen's d, η², f², OR, RR)", inputSchema: { type: "object", properties: { type: { type: "string", enum: ["cohens_d", "eta_squared", "f_squared", "odds_ratio", "correlation"], description: "효과크기 유형" }, values: { type: "object", description: "계산에 필요한 값들" }, }, required: ["type", "values"], }, }, - src/tools/index.ts:798-799 (registration)Dispatch case in handleToolCall function that routes calls to the effect size handler.
case "calc_effect_size": return handleCalcEffectSize(args);