Kaufman's Efficiency Ratio Indicator

2021년 10월 6일

Kaufman Efficiency Ratio ("ER")

This ratio was developed by a systematic trader by the name of Perry J. Kaufman.

Formula
The formula is:
= A divided by B,
where:

• A = Current closing price minus the closing price at the start of the lookback period
  
• B = Sum of differences between closing prices (in absolute terms) of consecutive bars over the lookback period
  

Under default settings, closing price is used as source data, and the ER value is expressed in +ve/-ve signs (non-absolute), representing whether price had moved upward/downward over the period.

What this script does:
This script plots out ER and fills in the area beneath the curve with colors according to whether ER is classified as low/medium/high. There are two modes:
- Dynamic mode: low/medium/high is determined by ER value relative to it's mean +/- 'multiple' of standard deviation
- Static mode: low/medium/high is based on user defined thresholds

Applications:
- Can be used for identifying bullish moves in instances where price had already gone up steeply, but rests. If speculating that price will continually rise, then can enter during resting phase.
- Can be used to filter out choppy entry signals produced by existing trade strategies. If trying to enter during periods of consolidation, then ER should ideally be low. On the other hand, for mean reversion strategies, ER should be expected high.

2021년 12월 26일

릴리즈 노트

Can choose between three color modes: (1) Static, (2) Dynamic, and (3) No color

Clarification: In Kaufman's book "Trading Systems and Methods", he compares price movements in a high noise market to the analogy of a "drunken sailor trying to walk a straight line". On the other hand, if a market displays no noise, price should be nicely trending straight. Following is an illustration of what this all means:

2022년 1월 23일

릴리즈 노트

- switched to using histogram
- added horizontal dash lines