---
title: "Statistical Reporting - Air Market"
description: "You have results and now have to choose the right test, confirm it is a fair one to use, and write it all up properly. This covers test selection, checking the assumptions behind a test, and reportin…"
canonical: "https://airmarket.ai/app/statistical-reporting"
---

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

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

# Statistical Reporting

Pick the right test, then write it up the way reviewers expect

## What this does

You have results and now have to choose the right test, confirm it is a fair one to use, and write it all up properly. This covers test selection, checking the assumptions behind a test, and reporting in APA format. Reach for it when you are analyzing experiments or drafting a results section.

### Top 3 things it does for you

- Choose a statistical test for your data
- Check whether a test's assumptions actually hold
- Write a results section in APA format

## Information

**Statistical Reporting 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 |
| Version | 1.0 |
| Size | 3 KB |
| Licence | MIT |
| Repository | [aiming-lab/AutoResearchClaw](https://github.com/aiming-lab/AutoResearchClaw/tree/84dad0a401404739cfcc47851cd1d282b671bb2f/researchclaw/skills/builtin/experiment/statistical-reporting) |
| GitHub stars | 14,165 (as of Nov 2026) |

## Security report

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

**What Statistical Reporting's check was run against**

|  |  |
| --- | --- |
| Commit | 84dad0a401404739cfcc47851cd1d282b671bb2f |
| Content hash | be443f1a1d7b067a84f23179bbdf7bff2fc69a64d7b102d964755e0b8b08b0db |
| Files read | [Browse the files at this exact commit](https://github.com/aiming-lab/AutoResearchClaw/blob/84dad0a401404739cfcc47851cd1d282b671bb2f/researchclaw/skills/builtin/experiment/statistical-reporting/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 Reporting](/security/statistical-reporting)

## About Statistical Reporting

This covers statistical test selection, assumption checking, and reporting in APA format.

It applies when you are analyzing experimental results or writing a results section.

## What's inside

- SKILL.md - instructions

## Questions

### Is Statistical Reporting safe to install?

AIR scanned this exact version of Statistical Reporting and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 84dad0a40140, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/statistical-reporting.

### How do I install Statistical Reporting?

Open https://airmarket.ai/app/statistical-reporting 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/84dad0a401404739cfcc47851cd1d282b671bb2f/researchclaw/skills/builtin/experiment/statistical-reporting. 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-reporting>