# basic-probability

- Author: Develata
- Repository: Develata/Deve-Skills
- Version: 20260129203735
- Stars: 0
- Forks: 0
- Last Updated: 2026-02-06
- Source: https://github.com/Develata/Deve-Skills
- Web: https://mule.run/skillshub/@@Develata/Deve-Skills~basic-probability:20260129203735

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# Basic Probability & Statistics

**Path**: `math-researcher-teacher/domains/stochastics/basic-probability/`

## 🔬 Core Capabilities

### 1. Probability Theory
*   Axioms, conditional probability, Bayes' theorem.
*   Random variables (discrete/continuous), expectation, variance.
*   Limit theorems: LLN (Law of Large Numbers), CLT (Central Limit Theorem).

### 2. Mathematical Statistics
*   Estimation (MLE, MOM).
*   Hypothesis testing, confidence intervals.

## 💻 Tools
*   **SciPy Stats**: `scipy.stats` for distributions and statistical tests.
*   **NumPy**: Random sampling and numerical simulation.