Classification of Studies
by: Howard Arrington

Studies are used by traders to give various visual indications of what the market is doing.   Studies often serve as the basis for trading signals and trading systems.  This article will attempt to classify studies by grouping those that have similar characteristics.

Most studies process price data through a mathematical formula, thus making the study results '2nd generation'.  Another common characteristic of studies is that the price data processed is a sampled set of prices instead of every price.   The root of this characteristic is the fact that studies process bar data values, such as a bar's closing price.  The bar itself can be a summary or grouping of many trade prices, yet it is only the last price in the bar that is processed by the mathematical formula.

Studies can be divided into two basic classes, those that process prices to produce a new price, and those that measure momentum, or the rate of change in prices.   In calculus terminology, prices are the curve and momentum is the first derivative or slope of the price curve.  The following table lists several studies in groups under the two primary classifications.   Several of the table entries are hyperlinks to other articles on the Ensign Software web site where you may read more about the study.

 

Price Classification

Momentum Classification

Group

Study

Group

Study

Averages

Simple Moving Average

Percent

Stochastic
  Exponential Average   Williams %R
  Smoothed Average   Relative Strength Index
  Weighted Average   Directional Movement Index
  Volume Weighted Average   Aroon Indicator
  MidRange   Ultimate Oscillator
  Triple Average   Money Flow Index
  Pesavento Map    
       
Channels Price Envelopes Oscillators MACD Oscillator
  Bollinger Bands   TRIX Oscillator
  Keltner Channel   Average True Range
  Uniform Channel   Commodity Channel Index
  Donchian Channel   Momentum
  Regression Channel   Rate of Change
      Chaikin Indicator
Stops Parabolic Stop   Stochastic Momentum
  Volatility Stop   On Balance Volume
  High Low Stop   Accumulation Distribution
  Trailing Stop   PVI or NVI Volume Index
      Market Facilitation Index
Structural Point and Figure   Ergodic Indicator
  Three Point Break   Linear Regression Slope
  Price Histogram    
  Market Profile    
  Heikin-Ashi    
  Divergence    
  Auto Trends    
  Pesavento Patterns    

Group Characteristics:
 

Averages  
Averages plot as a continuous curve on the chart's price scale.   Averages smooth the data to remove some of the choppiness.   Averages lag behind the price action.

Signals are often derived from the crossing of two different average lines.

Variation:   The spread between two average lines is plotted as a histogram.  This measures the momentum of the average lines as their spread widens or narrows.

 

Channels  
Channels typically have a band line above and a band line below a moving average center line. The spacing of the bands from the center line is based on these formulas for these studies:
  • Bollinger - Standard Deviation
  • Keltner - Volatility
  • Uniform - Percent of Price or Fixed Price

A Donchian Channel is a plot of the highest high and lowest low of the last N bars.

 

Stops  
Stops plot as a broken curve above or below the price bars.   Penetration of a stop by a price bar triggers a reversal of the stop position.

Signals from Stops typically are more profitable in trending markets than in choppy markets.

Structural  
Studies in this group do not have a simple formula that processes price to generate a result.   Rather, these studies rely upon a set of rules to create the visual presentation.  The logic involved in the implementation of studies in the group is usually complex.

Pesavento Patterns, for example, finds swing highs and swing lows and connects the swing points with trend lines as shown in the illustration.

 

Percent  
Percent studies plot on a scale from 0 to 100.  They measure momentum in the price action.

Signals are often derived from divergence between the price action and the study.  Click this link for an excellent discussion of Stochastic divergence.

Other signals are derived by the study line crossing a 2nd line which is a moving average of the study line.  In the illustration, the Red line is a moving average of the Blue line.

 

Oscillators  
Oscillators typically plot on scales that have both positive and negative values.  The Zero level is often positioned vertically at the center of the window.

The study can be plotted as a curve, but is often visually presented using a histogram.

Signals are often derived from the oscillator crossing above or below the zero line.  Other signals are based on divergence between the price action and the study.  Click this link for a discussion of CCI divergence.

Summary:

After 25 years of working with the markets, I do not believe that there is a right or wrong answer as to which studies, parameters or draw tools work the best.  Each one has its own merits, strengths and weaknesses.   Each trader needs to determine whether the insight or clue provide by the study works for their trading style.  Different trading styles is why what works well for one trader may not work at all for another trader.

Various mentors have a favorite study, such as Woody likes the Commodity Channel Index study, Enthios uses Price Histogram, Buffy's style uses Stochastic, and Larry Pesavento uses the Pesavento Patterns and Pesavento Map studies.  Studies speak to them in ways that empower them to make better trading decisions, and thus have an edge to trade profitably.

The most innovative studies are those that attempt to predict the market in advance of it happening.   Studies in this area typically involve neural nets and cycles to find rhythmic characteristics in the data set and use these rhythms to suggest the near term future.   Please read the article on Pesavento Map for more information on predicting the future.

Some traders use studies to help them decide when to enter the market or when to exit a position.  Others value the studies they use for telling them when to stay out of the market.  Nothing is right all the time.  Studies which work well in trending markets typically are a disaster in choppy markets, and vice versa.  Some studies, such as the Directional Movement Index, try to determine whether a market is trending or choppy, but inevitably lag behind in that determination.   In other words, a study's determination that a market is trending is only made after it has been trending for a while, and the trend may soon be over.  Therefore, traders rarely rely solely on studies.  They also watch price action, chart patterns, divergence, support and resistance levels, and use various draw tools the most basic of which is a simple trend line.


Trading Tip:
 
Yahoo Stock Screener
by: Paul Otteson

Yahoo is a leader when it comes to free market information.  The Yahoo Finance web site has a stock screener with the ability to instantly screen thousands of stocks.   To view the stock scanner, click on this link:  http://screen.finance.yahoo.com/newscreener.html

Click on "Launch Yahoo! Finance Stock Screener" link.   A window opens asking if you trust Yahoo.  Click on "Yes" and the following window for the stock screener will show.

At this point you set your search criteria.   The example illustrates doing a price search.

Click where it says "Click to add Criteria" then select the parameters from the many options.

Click Select a Value and pick values.

After setting the conditions and values, click the 'Run Screen' button.

This basic search yielded 1211 stocks having prices between $10-$20.  Use the 'Click to add Criteria' to narrow your search.  Rearrange the stocks by clicking on the columns of data.  Save the sheet or create a new one using the menus at the top of the program.  This stock screener is easy to use, fast, and another great product from Yahoo.com.

This stock screener can be accessed from within Ensign Windows (Nov 2005 version) using menu Help | Stock Screener