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Coefficient and Standard Error Interpretation

Agent skill
1 skill

Use when after fitting a linear model to expression data using limma's lmFit function on a design matrix encoding experimental groups, inspect the resulting MArrayLM object to retrieve coefficient estimates (log-fold-changes) and standard errors needed to assess which genes show meaningful.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryScience & researchStars0

About this skill

Use when after fitting a linear model to expression data using limma's lmFit function on a design matrix encoding experimental groups, inspect the resulting MArrayLM object to retrieve coefficient estimates (log-fold-changes) and standard errors needed to assess which genes show meaningful.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
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This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 32e61ca7111cbe62dc96df9aaa1d03c7d5c95ade4fa39fe6924af7093804baf9

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About this listing

Category
Science & research
Reported license
Apache-2.0
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Coefficient and Standard Error Interpretation | Agent Skills Atlas