Welcome to the advanced statistics methods documentation! 📊 This guide explores sophisticated analytical techniques used in data science and research. Let's dive into the key concepts:
1. Core Techniques
Regression Analysis
A fundamental method for modeling relationships between variables.Hypothesis Testing
Used to validate assumptions about population parameters.Time Series Analysis
Focuses on data points collected over time to identify trends.
2. Applications
- Predictive modeling in finance 🔮
- Experimental design in scientific research 🧪
- Anomaly detection in system monitoring ⚠️
For deeper insights, check out our Introduction to Statistics guide.
Explore tools like Statistical Software to apply these methods practically.