build_univariate
Builds univariate time-series models for each series from raw data, writes fit files, and opens an ATSW ladder session for joint modeling.
Instructions
N0u — ROUTE U from raw data (docs/STUDY-raw-entry.md): build each series' univariate model with art's engine, then climb the ladder as always (Jenkins and Alavi: the univariate models first).
On each series' characterization (characterize): the orders art ranks
first, the mean (d = D = 0) or a drift kept only if |t| >= 2, a fue fit,
a residual check; <SERIES>_u.inp/.pre/.out written to out_dir
(default: <data>_sima/ next to the table). Every .pre carries the line
"Built by sima's raw entry (route U), not reviewed in art". This is art's
autonomous lane in miniature — no over-parameterisation, calendar
effects, formal tests or interventions: the report offers art for any
series with a tie or a residual problem.
It then opens the ladder session of the same name with those files (the
guion goes on): next, run_gate. Existing files are kept unless
overwrite.
Tool call template
Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.
{
"id": 1,
"jsonrpc": "2.0",
"method": "tools/call",
"params": {
"arguments": {
"name": "<name>"
},
"name": "build_univariate"
}
}Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| name | Yes | ||
| out_dir | No | ||
| overwrite | No |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| result | Yes |