probability-statistics
CommunityQuantify uncertainty with probability thinking
Data & Analytics#probability#statistics#uncertainty#data-analysis#causal-inference#hypothesis-testing
Authorthe-thinker0
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Probability thinking helps you quantify uncertainty, update beliefs with new evidence, and make rational decisions when outcomes are uncertain.
Core Features & Use Cases
- Probabilistic modeling and inference (Bayesian and frequentist) for data analysis and decision making
- Hypothesis testing, confidence/credible intervals, and power analysis to draw robust conclusions
- Causal inference and Bayesian updating to distinguish correlation from causation and to adapt beliefs as new data arrives
- Practical guidance for interpreting results and communicating uncertainty to non-technical stakeholders
Quick Start
Describe a real-world uncertainty you face and ask for a probabilistic analysis plan outlining the data needed, models to use, and how to interpret results.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: probability-statistics Download link: https://github.com/the-thinker0/math-skill/archive/main.zip#probability-statistics Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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