---
title: "Statistical Experimental Evaluation - Air Market"
description: "You have a formal problem and a proposed method, and now you need experiments that genuinely test them rather than just produce numbers. This covers designing and running those experiments, including…"
canonical: "https://airmarket.ai/app/statistical-experimental-evaluation"
---

[Air Market](/) / [Research](/category/research) / Statistical Experimental Evaluation

Skill by [AIMING Lab](/@aiming-lab)

# Statistical Experimental Evaluation

Turn a formal claim into experiments that actually test it

## What this does

You have a formal problem and a proposed method, and now you need experiments that genuinely test them rather than just produce numbers. This covers designing and running those experiments, including comparisons against baselines and ablations. Reach for it when you are moving from a claim to the evidence for it.

### Top 3 things it does for you

- Design experiments that test the stated problem
- Run your method against baselines
- Set up ablations that isolate what matters

## Information

**Statistical Experimental Evaluation at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [AIMING Lab](/@aiming-lab) |
| Category | [Research](/category/research) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 2 KB |
| Licence | MIT |
| Repository | [aiming-lab/AutoResearchClaw](https://github.com/aiming-lab/AutoResearchClaw/tree/12d3fd809fa9658e91a0328c3280a0e462c78386/external/agents/stat_research_agent/skills/statistical-experimental-evaluation) |
| GitHub stars | 14,165 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Statistical Experimental Evaluation and flagged nothing. AIR's verdict: **safe**.

**What Statistical Experimental Evaluation's check was run against**

|  |  |
| --- | --- |
| Commit | 12d3fd809fa9658e91a0328c3280a0e462c78386 |
| Content hash | 83c5b566b42ad85fe7a9341b6f432baa439683b502b45d8483e05885d45fe265 |
| Files read | [Browse the files at this exact commit](https://github.com/aiming-lab/AutoResearchClaw/blob/12d3fd809fa9658e91a0328c3280a0e462c78386/external/agents/stat_research_agent/skills/statistical-experimental-evaluation/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Statistical Experimental Evaluation](/security/statistical-experimental-evaluation)

## About Statistical Experimental Evaluation

This covers designing and running statistical experiments: experiments that test the formal problem, the proposed methods, the theoretical predictions, the baselines, and the ablations.

It is for the stage where a formulation and a method already exist and need experimental evidence.

## What's inside

- SKILL.md - instructions

## Questions

### Is Statistical Experimental Evaluation safe to install?

AIR scanned this exact version of Statistical Experimental Evaluation and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 12d3fd809fa9, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/statistical-experimental-evaluation.

### How do I install Statistical Experimental Evaluation?

Open https://airmarket.ai/app/statistical-experimental-evaluation on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/aiming-lab/AutoResearchClaw/tree/12d3fd809fa9658e91a0328c3280a0e462c78386/external/agents/stat_research_agent/skills/statistical-experimental-evaluation. Install from that link, not the branch.

## Related on Air Market

- [More Research listings](/category/research)
- [Everything by AIMING Lab](/@aiming-lab)

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Canonical URL: <https://airmarket.ai/app/statistical-experimental-evaluation>