Definitions
In plain terms
It approaches one for a direct path and zero when net movement is small relative to back-and-forth movement.
Technical
The implementation freezes lookback endpoints, valid observations, zero-path policy, timestamps, and adjustment basis.
Scope
It measures path efficiency, not market efficiency or future profitability.
Formula
ER_t = abs(x_t - x_(t-n)) / sum(abs(x_i - x_(i-1)))ER_t=\frac{|x_t-x_{t-n}|}{\sum_{i=t-n+1}^{t}|x_i-x_{i-1}|}| Symbol | Meaning | Unit |
|---|---|---|
x | ordered input series | input unit |
n | efficiency lookback | observations |
Output unit: ratio
Examples
- A governed lesson uses Efficiency Ratio only with declared inputs, timing, parameters, and edge-case behavior.
Common misconceptions
- It measures path efficiency, not market efficiency or future profitability.
Concept relationships
Prerequisites
Required by
Where this concept is used
Tutorials planned
These catalogued topics use this concept, but their complete build has not shipped yet.
- D07-F01-A08 Prerequisite
Evidence and governance
- Kaufman Adaptive Moving Average TA-Lib · first party technical publication
Supports: preferred label, short definition, technical definition, formula
Limits: Implementation seeding, readiness, and parameter defaults must be frozen for reproducible parity.
- Reviewed by
- fintech-builder-batch-006
- Last reviewed
- 2026-07-27
- Next review
- 2027-07-27
- Record status
- published
