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Archive for the ‘Technical Analysis’ Category

Types of Moving Averages

Monday, October 26th, 2009

Simple Moving Average

Most technical analysts use the Simple Moving Average, or the arithmetic mean.

A simple Moving Average adds up prices in its time frame and divides the sum by the width of the time frame. For example, for a 20-day simple MA of closing prices, add up closing prices for the past 20 days and divide the sum by 20. However, there are a few criticisms about the simple MA such that:

1)      Each price affects a simple MA twice—once when it comes in and another when it drops out.

2)      Only the days in the time frame that the average is based on are taken into account (for example, the last 20 days)

3)      It gives equal weight to each day’s price. The last day’s price receives the same weight as the first day’s price, which some analysts believe that there should be a heavier weight on the more recent data instead.

Exponential Moving Average

An Exponential Moving Average (EMA) helps overcome these criticisms. It assigns greater weight on the more recent data. It does not drop old prices from its time window, but rather, they slowly fade out after time.

Few people calculate indicators by hand these days since computers can do the calculations much faster and more accurately. But if you are interested in knowing how to do the calculation yourself, here it is:

EMA = Ptoday* K + Emayesterday * (1-K), where
- K = 2/(N+1)
- N = the number of days in the EMA (chosen by trader)
- Ptoday = today’s closing price
- EMAyesterday = Yesterday’s EMA

How does Moving Average Work?

The most important part of a moving average is the direction of its slope.

-When the EMA rises and slopes up, trade the market from the long side.

-When the EMA falls and slopes down, trade the market from the short side.

-When an EMA starts constantly sloping up and down, it signals a trendless market and you are recommended to stop using trend-following methods until a new trend emerges.

EMA works in all timeframes but the best in weeklies, where it helps you stay better with the major trend. Therefore, many traders prefer trading in the direction of a weekly moving average.

Trading Techniques

When the prices move above MA, it is a buy signal.
When the prices move below MA, it is a sell signal.

When we buy near the moving average, we are maximizing our gains and minimizing our risks. The same rule applies to shorting in downtrends, where you are better off shorting near the EMA.

You can also use dual moving averages to identify trends and entry positions. For example, you can use the longer EMA to identify the trend, and the shorter EMA to find entry positions.  Moving averages in general help identify trends, decide whether it is better to trade long or short, and give us hints on when to enter a trade. To find exit points, we can use channels.

What are Moving Averages?

Saturday, October 10th, 2009

Moving Averages (MAs)

Moving average is a trend-following indicator and is one of the oldest, simplest, and most useful tools for traders. Whereas chart analysis is subjective and difficult to test, moving average signals are objective, precise, and not open to debate. Its purpose is to help traders identify if a new trend has started or if an old trend has ended, generating specific buy and sell signals. Moving averages are represented by lines plotted on price charts, each point reflecting the latest average price. In general, they reflect the average consensus of value at a specific period of time.

A moving average adds new prices as they occur, while dropping old ones. A rising moving average shows that the market is becoming more bullish, signaling you to stay long. A falling moving average shows that the crowd is becoming more bearish, signaling you to hold shorts.

  • Which data should I average?

Traders who use daily and weekly charts usually apply moving averages to closing prices. However, the construction of moving averages should be whatever works best for you. You can even add the Closing price + High + Low of each bar and divide the result by three, if you feel that this works better for you. Some people prefer to use a midpoint value, which is the result when you divide the day’s range in half.

  • How long should I set the Moving Average?

After you construct the data that you will be using, you also need to choose the width of your time window:

1) Longer Averages (Slower)

  • Catch longer trends
  • Advantage:  Have smoother moving averages
  • Disadvantage:  Responds to trend changes slower, can miss important reversals

2) Shorter averages (Faster)

  • Catch minor trends
  • Advantage: Tracks prices better; able to signal trends earlier in the move
  • Disadvantage: Its average is more sensitive to trend changes and the more sensitive it is, the more likely it is to pick random “noise” and produce false signals or deviations from the main trend, also known as whipsaws.

The longer time frames work better as long as the trend continues, but a shorter average is better to use when the trend is reversing. Nevertheless, make sure you test whatever width you choose to use on your own set of data.

What are Rectangles?

Thursday, September 24th, 2009

A rectangle, also known as a trading range or a congestion area, represents a pause in a trend as prices move sideways. Like other continuation patterns, after the rectangle has been formed, prices continue in the direction of the market trend that preceded its formation. Below is an example:

bullish rectangle

Rectangles are usually continuation patterns but you still have to be alert for signals of a reversal pattern.

Rectangles enable traders to trade the swings within the pattern, buying dips and selling rallies. They take about 1-3 months to form and complete.

Flags and Pennants

Friday, September 11th, 2009

Flags and pennants are common patterns in the market and are pretty similar in appearance, both representing brief pauses before resuming its original trend. They are very reliable continuation patterns and rarely produce a trend reversal.

  1. First, there is a sharp market move, resembling almost a straight line (flagpole) on heavy volume.
  2. Prices pause for 1-3 weeks on light volume, forming a consolidation pattern.
  3. Prices break out and the trend resumes in the direction prior to the flag or pennant on heavy volume.

Both patterns usually appear in the middle of a market move and, therefore, the move after the flag or pennant will travel the same distance of the move preceding the pattern.

The Flag

The flag is shown below, indicated by 2 parallel trendlines in the shape of a parallelogram, which tends to slope against the trend.

bullish flag

The Pennant

The pennant is shown below, indicated by 2 converging trendlines, resembling a symmetrical triangle.

bullish pennant

What is Exponential Moving Average?

Sunday, September 6th, 2009

Exponential Moving Average (EMA)
Exponential moving average is another type of moving average, which gives greater weight to more recent data as opposed to the simple moving average. It responds to changes faster than a simple MA. EMA is calculated by multiplying a greater percentage to the latest data, as opposed to giving the same weight for both. Here is the formula to calculate exponential moving average:

EMA = Ptoday* K + Emayesterday * (1-K), where
- K = 2/(N+1)
- N = the number of days in the EMA
- Ptoday = today’s closing price
- Emayesterday = yesterday’s Ema

Trading Signal:
- A buy signal is triggered when closing prices cross above the EMA.
- A sell signal is triggered when closing prices cross below the EMA.

Example:
Let’s look at the stock charts of Apple and Citigroup as examples. A buy signal is generated when prices cross above the 9 day EMA, as circled below. A sell signal is generated when prices cross below the 9 day EMA.

ema1ema2

What is a Simple Moving Average?

Saturday, August 29th, 2009

Moving Average (MA) is one of the most popular and easy-to-use tools available for technical analysts. There are two main types of moving averages: simple moving average and exponential moving average.

How Do We Calculate Simple Moving Average?
A simple moving average is calculated by computing the average closing price of a security over a specified number of periods. For example, a 10-day moving average is calculated by adding the closing price for the last 10 days and dividing the result by 10. 1+2+3+4+5+6+7+8+9+10=55, 55/10 = 5.5 (Assuming that the closing prices for the 10 days are 1-10 consecutively). When you plot the moving average for each date on a graph, it forms a curve.

Trading Signals:
- A buy signal is triggered when closing prices cross above the moving average (MA).
- A sell signal is triggered when closing prices cross below the moving average (MA).

Example:
Let’s look at the stock charts for MSFT and YGE as an example. A buy signal is generated when prices cross above the 10 day moving average  as circled in 1, 2, 3. A sell signal is generated when price crosses below the 10 day moving average.
ma1ma2

Disadvantage:
The main disadvantage of a  simple moving average is that it does not reflect the current trend quickly. For example, if the stock prices in the last 10 days for a certain stock were 100, 99, 98, 45, 44, 45, 43, 42, 43, 42, the simple moving average would be 60.1. This moving average is 50% above the current price which wouldn’t be accurate to trigger an entry signal. In other words, if there is an extreme high or extreme low in the stock price, it distorts the true value of the stock. For this reason, another type of moving average called exponential moving average (EMA) was developed, giving more weight to the most recent prices.

Stock Market Education

- My Stock Broker
- What is Fundamental Analysis?
- What is Stock Price?
- Why are economic indicators important when buying stocks?
- Why does stock price go up?
- Trading Psychology
- Futures Trading What are Futures?
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- Types of Orders
- Commissions and Slippage
- Reverse Splits: Meaning and Purpose
- Stock Splits: Meaning and Purpose
- Stocks VS. Bonds
- Common VS. Preferred Stocks
- Top 5 fundamental analysis books
- Top 10 technical analysis books

Technical Analysis

- What is Technical Analysis?
- Swing Trading Strategies
- How to use technical indicators?
- My Trading Software
- Types of Technical Indicators
- Volume Indicator
- Simple Moving Average
- Exponential Moving Average
- Support and Resistance
- What are Double Tops and Bottoms?
- What are Triple Tops and Bottoms?
- Trendlines
- How to Trade Channels?
- Triangle Patterns
- Flag and Pennant Patterns
- Head and Shoulders Pattern
- Bullish Crossovers
- Divergence Patterns
- How To Screen For Stocks

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