statistics-math
CommunityMaster statistics for data science tasks.
Data & Analytics#probability#statistics#regression#data-analysis#linear-algebra#machine-learning#hypothesis-testing
Authorpluginagentmarketplace
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill provides mathematical foundations and practical tools to perform statistics, probability, linear algebra, and data analysis tasks within data science workflows.
Core Features & Use Cases
- Descriptive Statistics: Compute mean, median, std, and IQR on datasets.
- Hypothesis Testing & Inference: Conduct t-tests, chi-square tests, and A/B experiments.
- Regression & ML Foundations: Build and evaluate linear models, regularized variants, and interpret results.
- Use Case: Given a dataset, quickly assess distributions, test hypotheses, and build a simple predictive model.
Quick Start
Use statistics-math to perform core statistical analyses on your data. For example, request descriptive statistics, hypothesis testing, or regression analysis, and the skill will execute the computations using numpy, scipy, pandas, and scikit-learn.
Dependency Matrix
Required Modules
pyyaml
Components
scriptsreferencesassets
💻 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: statistics-math Download link: https://github.com/pluginagentmarketplace/custom-plugin-data-engineer/archive/main.zip#statistics-math Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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