lib-statsmodels
OfficialRigorous statistical modeling and inference.
Authorbiomaps-infra
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides a comprehensive suite of statistical modeling tools to perform rigorous data analysis, hypothesis testing, and inference, enabling data-driven decision-making.
Core Features & Use Cases
- Model Fitting: Fit a wide range of statistical models including OLS, GLM, ARIMA, and discrete choice models.
- Inference & Diagnostics: Conduct hypothesis tests, check model assumptions, and generate detailed statistical summaries.
- Use Case: Analyze economic data to understand the impact of policy changes by fitting a regression model, testing coefficient significance, and interpreting the results with robust standard errors.
Quick Start
Use the lib-statsmodels skill to fit an OLS regression model with y as the dependent variable and x1, x2 as independent variables.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: lib-statsmodels Download link: https://github.com/biomaps-infra/blender-opencode/archive/main.zip#lib-statsmodels Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.