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seanshin0214

Dr. QuantMaster MCP Server

by seanshin0214

test_selection

Select appropriate statistical tests by specifying analysis purpose and variable types for quantitative research projects.

Instructions

적절한 통계 검정 선택 가이드

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
purposeYes분석 목적
variable_typesYes변수 유형 정보
sample_characteristicsNo표본 특성

Implementation Reference

  • The handler function for the 'test_selection' tool. It is a placeholder implementation that echoes the input arguments and provides a suggestion message in Korean indicating that detailed implementation for test recommendation based on variable types is needed.
    function handleTestSelection(args: Record<string, unknown>) {
      return { args, suggestion: "Variable types에 따른 검정 추천 - 상세 구현 필요" };
    }
  • The input schema for the 'test_selection' tool, defining parameters for analysis purpose, variable types, and sample characteristics.
    inputSchema: {
      type: "object",
      properties: {
        purpose: {
          type: "string",
          enum: ["comparison", "relationship", "prediction", "model_fit"],
          description: "분석 목적"
        },
        variable_types: { type: "object", description: "변수 유형 정보" },
        sample_characteristics: { type: "object", description: "표본 특성" },
      },
      required: ["purpose", "variable_types"],
    },
  • Registration of the 'test_selection' tool in the exported tools array.
      name: "test_selection",
      description: "적절한 통계 검정 선택 가이드",
      inputSchema: {
        type: "object",
        properties: {
          purpose: {
            type: "string",
            enum: ["comparison", "relationship", "prediction", "model_fit"],
            description: "분석 목적"
          },
          variable_types: { type: "object", description: "변수 유형 정보" },
          sample_characteristics: { type: "object", description: "표본 특성" },
        },
        required: ["purpose", "variable_types"],
      },
    },
  • Registration of the 'test_selection' handler in the main tool dispatch switch statement within handleToolCall function.
    case "test_selection":
      return handleTestSelection(args);

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