statistics-and-probability-guide
CommunityAnalyze data, predict outcomes with statistical power.
Data & Analytics#mathematics#data analysis#bayesian methods#probability#hypothesis testing#statistics#distributions#regression
Authorsandraschi
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides comprehensive expertise in statistics and probability, clarifying complex concepts from distributions to hypothesis testing and Bayesian methods. It helps users analyze data, make informed decisions, and understand the uncertainty in real-world phenomena, saving time on statistical calculations and interpretations.
Core Features & Use Cases
- Probability Fundamentals: Understand axioms, Bayes' Theorem, and random variables.
- Hypothesis Testing: Learn about p-values, confidence intervals, and statistical significance.
- Regression & Bayesian Methods: Explore linear regression and the principles of Bayesian statistics.
- Use Case: Conducting a scientific experiment or analyzing survey data? This Skill can guide you through setting up hypothesis tests, interpreting p-values, and understanding the implications of your statistical results.
Quick Start
Explain a concept
"Explain Bayes' Theorem with a simple example."
Ask for a distribution
"Describe the properties of the Normal Distribution."
Inquire about testing
"What is a p-value and how is it used in hypothesis testing?"
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: statistics-and-probability-guide Download link: https://github.com/sandraschi/advanced-memory-mcp/archive/main.zip#statistics-and-probability-guide Please download this .zip file, extract it, and install it in the .claude/skills/ directory.