timeseries_guide
Guide for time series analysis using ARIMA, VAR, VECM, GARCH, and state space models with stationarity testing options.
Instructions
시계열 분석 가이드 (ARIMA, VAR, 공적분)
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| analysis | Yes | 분석 유형 | |
| stationarity | No | 정상성 검정 포함 |
Implementation Reference
- src/tools/index.ts:1935-1946 (handler)The main handler function for the 'timeseries_guide' tool. It takes input arguments and returns a structured workflow guide for timeseries analysis (e.g., ARIMA, VAR) including steps like stationarity tests and diagnostics.
function handleTimeseriesGuide(args: Record<string, unknown>) { return { analysis: args.analysis, workflow: [ "1. Stationarity test (ADF, KPSS)", "2. Determine order (ACF, PACF, Information criteria)", "3. Estimate model", "4. Diagnostics (Ljung-Box, residual ACF)", "5. Forecasting / Impulse response" ] }; } - src/tools/index.ts:729-740 (registration)Registration of the 'timeseries_guide' tool in the exported tools array, including name, description, and input schema definition.
{ name: "timeseries_guide", description: "시계열 분석 가이드 (ARIMA, VAR, 공적분)", inputSchema: { type: "object", properties: { analysis: { type: "string", enum: ["arima", "var", "vecm", "garch", "state_space"], description: "분석 유형" }, stationarity: { type: "boolean", description: "정상성 검정 포함" }, }, required: ["analysis"], }, }, - src/tools/index.ts:892-893 (registration)Tool handler dispatch in the main handleToolCall switch statement, mapping the tool name to its handler function.
case "timeseries_guide": return handleTimeseriesGuide(args); - src/tools/index.ts:732-739 (schema)Input schema for the 'timeseries_guide' tool, defining parameters like 'analysis' (required, enum of timeseries methods) and optional 'stationarity' boolean.
inputSchema: { type: "object", properties: { analysis: { type: "string", enum: ["arima", "var", "vecm", "garch", "state_space"], description: "분석 유형" }, stationarity: { type: "boolean", description: "정상성 검정 포함" }, }, required: ["analysis"], },