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Capability

linearmodels tool

Estimate panel, instrumental-variable, system and asset-pricing models with configurable covariance and inference methods.

Community indexedEconomics and business

Capability details

What this helps you do

Estimate panel, instrumental-variable, system and asset-pricing models with configurable covariance and inference methods.

Catalog editorial description

View description sources

editor · 2026-09-18 — Catalog classification and summary; not maintainer acknowledgement.

Research classification

Economics and business

View discipline evidence

editor · 2026-09-18 — 依据原始用途对项目与核心工具提出FORD 5.2分类;属于科研任务子集,不替代开放科研网络整体定位。

Who it is for

An intended audience has not been supplied. Check the original documentation for suitability and prerequisites.

How to use it

Follow upstream guidance and source conditions.

AIPOCH has not verified execution.

Read usage documentation

Inputs

  • 数据/公式、实体时间索引、工具变量与协方差设定。

Outputs

  • 模型拟合、参数及统计推断结果。

Resource type

Tool

Execution guidance

community described

Read execution guidance

Access conditions

  • 固定LICENSE.md为Illinois/NCSA条款;不能误写MIT或BSD。
  • 固定效应支持范围与所选估计器有关;公式依赖formulaic;模型假设和统计有效性未验证。
  • Community indexing of this software or analysis workflow only. External models, datasets, services and third-party components have separate terms. Installation, scientific accuracy and suitability were not validated.
View usage information sources

Inputs

editor · 2026-09-18 — Catalog classification and summary; not maintainer acknowledgement.

Outputs

editor · 2026-09-18 — Catalog classification and summary; not maintainer acknowledgement.

Access conditions

editor · 2026-09-18 — Catalog classification and summary; not maintainer acknowledgement.

Documentation

editor · 2026-09-18 — Catalog classification and summary; not maintainer acknowledgement.

Sources & versions

bashtage/linearmodels
Reference role
implementation
Last successful public check
2026-09-22T08:38:07.697Z
Latest public check attempt
2026-09-22T08:38:07.697Z · ok
GitHub metrics
Stars 1,070 · checked · latest attempt 2026-09-22T08:38:07.697Z (ok)
Forks 200 · checked · latest attempt 2026-09-22T08:38:07.697Z (ok)
Latest default-branch commit

ec0f288906af00e1bada43b5a802a0c7a746c292
Observed 2026-09-22T08:38:07.697Z
Source activity check
fresh · last successful check 2026-09-22T08:38:07.697Z · latest attempt 2026-09-22T08:38:07.697Z (ok)
Source status
Active at last observation
License
NCSA
Fixed commit
d079828ed3e879bcb7bb3b2b000e555ee3d80be4
Reference checked
2026-09-18
Download source at this commit

Default-branch activity is separate from the fixed reference above. Source terms apply. A fixed commit identifies content; it does not establish scientific validity.

Related research

linearmodelsCommunity indexed

Estimate panel, instrumental-variable, system and asset-pricing models with configurable covariance and inference methods.

Research discipline Economics and businessReusable outputs 1
Economics and businessbashtage/linearmodels
Added Change observed by
GitHub · bashtage/linearmodelsStars 1.1KForks 200

Claims & evidence

No maintainer acknowledgement or scientific validation is recorded for this entry. Community indexing only describes its inclusion in this catalog.

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Research questions and code contributions belong with the original project. Catalog corrections can be proposed separately.

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