Transformation indicators are tools in quantitative trading used for mathematical transformations, processing price data through different mathematical transformation methods. This directory contains commonly used transformation indicators.
Indicator List
Trigonometric Functions
- Sine - Used for periodic analysis and volatility feature extraction
- Cosine - Used for periodic analysis and phase analysis
- Tangent - Used for slope analysis and trend feature extraction
- Arc Sine - Used for angle calculation and periodic analysis
- Arc Cosine - Used for angle calculation and periodic analysis
- Arc Tangent - Used for angle calculation and trend analysis
Hyperbolic Functions
- Hyperbolic Sine - Used for exponential growth analysis
- Hyperbolic Cosine - Used for exponential growth analysis
- Hyperbolic Tangent - Used for data normalization
Exponential and Logarithmic
- Exponential - Used for exponential growth analysis and compound interest calculation
- Natural Logarithm - Used for logarithmic return calculation
- Common Logarithm - Used for logarithmic transformation and normalization
Other Transformations
- Ceiling - Used for price rounding and threshold processing
- Floor - Used for price rounding and threshold processing
- Square Root - Used for volatility calculation and normalization
Usage Recommendations
- Choose appropriate transformation methods based on analysis objectives
- Pay attention to the impact of transformations on data distribution
- Understand the mathematical properties of various transformations
- Combine multiple transformations to build complex indicators