rdd_bandwidth
Select optimal bandwidth parameters for regression discontinuity designs using IK, CCT, or CV methods to ensure valid causal inference results.
Instructions
RDD 대역폭 선택 가이드
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| design | Yes | RDD 유형 | |
| method | No | 대역폭 선택 방법 |
Implementation Reference
- src/tools/index.ts:1456-1467 (handler)The handler function implementing the 'rdd_bandwidth' tool. Returns guidance on RDD bandwidth selection methods (IK, CCT, CV) including descriptions and example code snippets for R and Stata.
function handleRddBandwidth(args: Record<string, unknown>) { return { design: args.design, methods: { ik: "Imbens-Kalyanaraman (2012) - 기본 선택", cct: "Calonico-Cattaneo-Titiunik (2014) - bias correction", cv: "Cross-validation - 데이터 기반" }, stata: "rdrobust y x, c(0) kernel(triangular)", r: "rdrobust(Y, X, c = 0)" }; } - src/tools/index.ts:322-333 (registration)Registration of the 'rdd_bandwidth' tool in the exported tools array, including name, description, and input schema.
{ name: "rdd_bandwidth", description: "RDD 대역폭 선택 가이드", inputSchema: { type: "object", properties: { design: { type: "string", enum: ["sharp", "fuzzy"], description: "RDD 유형" }, method: { type: "string", enum: ["ik", "cct", "cv"], description: "대역폭 선택 방법" }, }, required: ["design"], }, }, - src/tools/index.ts:826-827 (registration)Registration of the tool handler in the switch statement of handleToolCall function.
case "rdd_bandwidth": return handleRddBandwidth(args); - src/tools/index.ts:325-332 (schema)Input schema definition for the 'rdd_bandwidth' tool, specifying parameters for RDD design type and bandwidth selection method.
inputSchema: { type: "object", properties: { design: { type: "string", enum: ["sharp", "fuzzy"], description: "RDD 유형" }, method: { type: "string", enum: ["ik", "cct", "cv"], description: "대역폭 선택 방법" }, }, required: ["design"], },