docs/analysis.md

@@ -14,19 +14,6 @@ The `Analysis` module includes classes for calculating common technical indicato
 Found in `cycles/Analysis/rsi.py`.
 
 Calculates the Relative Strength Index.
-### Mathematical Model  
-1. **Average Gain (AvgU)** and **Average Loss (AvgD)** over 14 periods:  
-   $$
-   \text{AvgU} = \frac{\sum \text{Upward Price Changes}}{14}, \quad \text{AvgD} = \frac{\sum \text{Downward Price Changes}}{14}
-   $$  
-2. **Relative Strength (RS)**:  
-   $$
-   RS = \frac{\text{AvgU}}{\text{AvgD}}
-   $$  
-3. **RSI**:  
-   $$
-   RSI = 100 - \frac{100}{1 + RS}
-   $$  
 
 ### `__init__(self, period: int = 14)`
 
@@ -46,21 +33,7 @@ Calculates the Relative Strength Index.
 
 Found in `cycles/Analysis/boillinger_band.py`.
 
-## **Bollinger Bands**  
+Calculates Bollinger Bands for given financial data.
-### Mathematical Model  
-1. **Middle Band**: 20-day Simple Moving Average (SMA)  
-   $$
-   \text{Middle Band} = \frac{1}{20} \sum_{i=1}^{20} \text{Close}_{t-i}
-   $$  
-2. **Upper Band**: Middle Band + 2 × 20-day Standard Deviation (σ)  
-   $$
-   \text{Upper Band} = \text{Middle Band} + 2 \times \sigma_{20}
-   $$  
-3. **Lower Band**: Middle Band − 2 × 20-day Standard Deviation (σ)  
-   $$
-   \text{Lower Band} = \text{Middle Band} - 2 \times \sigma_{20}
-   $$  
-
 
 ### `__init__(self, period: int = 20, std_dev_multiplier: float = 2.0)`