---
title: "Statistical Method Design - Air Market"
description: "You have written down a research problem formally and now need methods to attack it, plus the baselines and variants that make the comparison fair. This covers designing those pieces so they answer t…"
canonical: "https://airmarket.ai/app/statistical-method-design"
---

[Air Market](/) / [Data & Analytics](/category/data) / Statistical Method Design

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

# Statistical Method Design

Build methods that answer the question you actually posed

## What this does

You have written down a research problem formally and now need methods to attack it, plus the baselines and variants that make the comparison fair. This covers designing those pieces so they answer the problem as stated. Reach for it after the problem is formulated and before you start running experiments.

### Top 3 things it does for you

- Propose a method for a formally stated problem
- Choose baselines worth comparing against
- Design diagnostics and variants of a method

## Information

**Statistical Method Design at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [AIMING Lab](/@aiming-lab) |
| Category | [Data & Analytics](/category/data) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 1 KB |
| Licence | MIT |
| Repository | [aiming-lab/AutoResearchClaw](https://github.com/aiming-lab/AutoResearchClaw/tree/12d3fd809fa9658e91a0328c3280a0e462c78386/external/agents/stat_research_agent/skills/statistical-method-design) |
| GitHub stars | 14,165 (as of Nov 2026) |

## Security report

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

**What Statistical Method Design's check was run against**

|  |  |
| --- | --- |
| Commit | 12d3fd809fa9658e91a0328c3280a0e462c78386 |
| Content hash | 8da6df476dd50707cd3adda70db2357e9b42856c521725b2af3db4a24b76433b |
| Files read | [Browse the files at this exact commit](https://github.com/aiming-lab/AutoResearchClaw/blob/12d3fd809fa9658e91a0328c3280a0e462c78386/external/agents/stat_research_agent/skills/statistical-method-design/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 Method Design](/security/statistical-method-design)

## About Statistical Method Design

This covers designing statistical methods along with their baselines, diagnostics, variants and ablations.

The point is that each of those directly addresses a formal problem formulation rather than standing on its own.

## What's inside

- SKILL.md - instructions

## Questions

### Is Statistical Method Design safe to install?

AIR scanned this exact version of Statistical Method Design 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-method-design.

### How do I install Statistical Method Design?

Open https://airmarket.ai/app/statistical-method-design 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-method-design. Install from that link, not the branch.

## Related on Air Market

- [More Data & Analytics listings](/category/data)
- [Everything by AIMING Lab](/@aiming-lab)

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Canonical URL: <https://airmarket.ai/app/statistical-method-design>