Posts Tagged ‘Analysis’

Strategies for Trading Fibonacci Retracements

Written by admin. Posted in Technical Analysis

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Leonardo Pisano, nicknamed Fibonacci, was an Italian mathematician born in Pisa in the year 1170. His father Guglielmo Bonaccio worked at a trading post in Bugia, now called Béjaïa, a Mediterranean port in northeastern Algeria. As a young man, Fibonacci studied mathematics in Bugia, and during his extensive travels, he learned about the advantages of the Hindu-Arabic numeral system.

Key Takeaways

  • In the Fibonacci sequence of numbers, after 0 and 1, each number is the sum of the two prior numbers.
  • In the context of trading, the numbers used in Fibonacci retracements are not numbers in Fibonacci’s sequence; instead, they are derived from mathematical relationships between numbers in the sequence.
  • Fibonacci retracement levels are depicted by taking high and low points on a chart and marking the key Fibonacci ratios horizontally to produce a grid; these horizontal lines are used to identify possible price reversal points.

The Golden Ratio

In 1202, after returning to Italy, Fibonacci documented what he had learned in the “Liber Abaci (“Book of Abacus). In the “Liber Abaci,” Fibonacci described the numerical series that is now named after him. In the Fibonacci sequence of numbers, after 0 and 1, each number is the sum of the two prior numbers. Hence, the sequence is as follows: 0, 1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89, 144, 233, 377, 610 and so on, extending to infinity. Each number is approximately 1.618 times greater than the preceding number.

This value:1.618 is called Phi or the “Golden Ratio“. The Golden Ratio mysteriously appears frequently in the natural world, architecture, fine art, and biology. For example, the ratio has been observed in the Parthenon, in Leonardo da Vinci’s painting the Mona Lisa, sunflowers, rose petals, mollusk shells, tree branches, human faces, ancient Greek vases, and even the spiral galaxies of outer space.

0.618

The inverse of the golden ratio (1.618) is 0.618, which is also used extensively in Fibonacci trading.

Fibonacci Levels Used in the Financial Markets

In the context of trading, the numbers used in Fibonacci retracements are not numbers in Fibonacci’s sequence; instead, they are derived from mathematical relationships between numbers in the sequence. The basis of the “golden” Fibonacci ratio of 61.8% comes from dividing a number in the Fibonacci series by the number that follows it.

For example, 89/144 = 0.6180. The 38.2% ratio is derived from dividing a number in the Fibonacci series by the number two places to the right. For example: 89/233 = 0.3819. The 23.6% ratio is derived from dividing a number in the Fibonacci series by the number three places to the right. For example: 89/377 = 0.2360. 

Fibonacci retracement levels are depicted by taking high and low points on a chart and marking the key Fibonacci ratios of 23.6%, 38.2%, and 61.8% horizontally to produce a grid. These horizontal lines are used to identify possible price reversal points.

The 50% retracement level is normally included in the grid of Fibonacci levels that can be drawn using charting software. While the 50% retracement level is not based on a Fibonacci number, it is widely viewed as an important potential reversal level, notably recognized in Dow Theory and also in the work of W.D. Gann.

Fibonacci Retracement Levels as Trading Strategy

Fibonacci retracements are often used as part of a trend-trading strategy. In this scenario, traders observe a retracement taking place within a trend and try to make low-risk entries in the direction of the initial trend using Fibonacci levels. Traders using this strategy anticipate that a price has a high probability of bouncing from the Fibonacci levels back in the direction of the initial trend.

For example, on the EUR/USD daily chart below, we can see that a major downtrend began in May 2014 (point A). The price then bottomed in June (point B) and retraced upward to approximately the 38.2% Fibonacci retracement level of the down move (point C). 

Image by Sabrina Jiang © Investopedia 2021


In this case, the 38.2% level would have been an excellent place to enter a short position in order to capitalize on the continuation of the downtrend that started in May. There is no doubt that many traders were also watching the 50% retracement level and the 61.8% retracement level, but in this case, the market was not bullish enough to reach those points. Instead, EUR/USD turned lower, resuming the downtrend movement and taking out the prior low in a fairly fluid movement.

The likelihood of a reversal increases if there is a confluence of technical signals when the price reaches a Fibonacci level. Other popular technical indicators that are used in conjunction with Fibonacci levels include candlestick patterns, trendlines, volume, momentum oscillators, and moving averages. A greater number of confirming indicators in play equates to a more robust reversal signal.

Fibonacci retracements are used on a variety of financial instruments, including stocks, commodities, and foreign currency exchanges. They are also used on multiple timeframes. However, as with other technical indicators, the predictive value is proportional to the time frame used, with greater weight given to longer timeframes. For example, a 38.2% retracement on a weekly chart is a far more important technical level than a 38.2% retracement on a five-minute chart.

Using Fibonacci Extensions

While Fibonacci retracement levels can be used to forecast potential areas of support or resistance where traders can enter the market in hopes of catching the resumption of an initial trend, Fibonacci extensions can complement this strategy by giving traders Fibonacci-based profit targets. Fibonacci extensions consist of levels drawn beyond the standard 100% level and can be used by traders to project areas that make good potential exits for their trades in the direction of the trend. The major Fibonacci extension levels are 161.8%, 261.8% and 423.6%.

Let’s take a look at an example here, using the same EUR/USD daily chart:

Image by Sabrina Jiang © Investopedia 2021


Looking at the Fibonacci extension level drawn on the EUR/USD chart above, we can see that a potential price target for a trader holding a short position from the 38% retracement described earlier lies below at the 161.8% level, at 1.3195.

The Bottom Line

Fibonacci retracement levels often indicate reversal points with uncanny accuracy. However, they are harder to trade than they look in retrospect. These levels are best used as a tool within a broader strategy. Ideally, this strategy is one that looks for the confluence of several indicators to identify potential reversal areas offering low-risk, high-potential-reward trade entries.

Fibonacci trading tools, however, tend to suffer from the same problems as other universal trading strategies, such as the Elliott Wave theory. That said, many traders find success using Fibonacci ratios and retracements to place transactions within long-term price trends.

Fibonacci retracement can become even more powerful when used in conjunction with other indicators or technical signals. Investopedia Academy’s Technical Analysis course covers these indicators as well as how to transform patterns into actionable trading plans.

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Comparing Simple Moving Average vs. Exponential Moving Average

Written by admin. Posted in Technical Analysis

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Exponential Moving Average vs. Simple Moving Average: An Overview

Exponential Moving Average (EMA) and Simple Moving Average (SMA) are similar in that they each measure trends. The two averages are also similar because they are interpreted in the same manner and are both commonly used by technical traders to smooth out price fluctuations.

There are some differences between the two measurements, however. The primary difference between an EMA and an SMA is the sensitivity each one shows to changes in the data used in its calculation.

SMA calculates the average of price data, while EMA gives more weight to current data. The newest price data will impact the moving average more, with older price data having a lesser impact.

More specifically, the exponential moving average gives a higher weighting to recent prices, while the simple moving average assigns equal weighting to all values.

Exponential Moving Average

Since EMAs place a higher weighting on recent data than on older data, they are more reactive to the latest price changes than SMAs are, which makes the results from EMAs more timely and explains why the EMA is the preferred average among many traders.

As shown in the example below, traders with a short-term perspective may not care about which average is used, since the difference between the two averages is usually a matter of mere cents. On the other hand, traders with a longer-term perspective should give more consideration to the average they use because the values can vary by a few dollars, which is enough of a price difference to ultimately prove influential on realized returns, especially when you are trading a large quantity of stock.

As with all technical indicators, there is no one type of average a trader can use to guarantee success.

Simple Moving Average

The SMA is the most common type of average used by technical analysts and is calculated by dividing the sum of a set of prices by the total number of prices found in the series. For example, a seven-period moving average can be calculated by adding the following seven prices together and dividing the result by seven (the result is also known as an arithmetic mean average).

Example
Given the following series of prices:
$10, $11, $12, $16, $17, $19, $20
The SMA calculation would look like this:
$10+$11+$12+$16+$17+$19+$20 = $105
7-period SMA = $105/7 = 15

Moving averages are fundamental to many technical analysis strategies, but successful traders use a combination of techniques. Investopedia’s Technical Analysis Course will show you how to identify patterns, signals, and technical indicators that drive the behavior of stock prices with over five hours of on-demand video, exercises, and interactive content.

Key Takeaways

  • The exponential moving average gives a higher weighting to recent prices.
  • The simple moving average assigns an equal weighting to all values.
  • As with all technical indicators, there is no one type of average a trader can use to guarantee success.

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The Rectangle Formation

Written by admin. Posted in Technical Analysis

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The rectangle is a classical technical analysis pattern described by horizontal lines showing significant support and resistance. It can be successfully traded by buying at support and selling at resistance or by waiting for a breakout from the formation and using the measuring principle.

Key Takeaways

  • A rectangle occurs when the price is moving between horizontal support and resistance levels.
  • The pattern indicates there is no trend, as the price moves up and down between support and resistance.
  • The rectangle ends when there is a breakout, and the price moves out of the rectangle.
  • Some traders like to trade the rectangles, buying near the bottom and selling or shorting near the top, while others prefer to wait for breakouts.

The Rectangle in Classical Technical Analysis

The rectangle formation is an example of a “price pattern” in technical analysis. Price patterns derive from the work of Richard Schabaker, considered the father of technical analysis, and Edwards and Magee, who wrote what many consider the bible on the subject.

This period of technical analysis derives from a time when charts were kept by hand on graph paper and even simple moving averages (SMA) had to be maintained by hand or with the use of a large, clunky adding machine.

Rather than modern technical analysis, which relies on indicators, such as moving average convergence divergence (MACD), technical analysts assumed that price patterns repeat themselves over and over throughout time. Pattern recognition meant pattern prediction and thus trading profit.

Many of the price patterns are based on geometrical figures. There are ascending, descending and symmetrical triangles, pennants and wedges. Occasionally, more fancifulshapes are seen, such as the head-and-shoulders formation.

The Rectangle: Supply and Demand in Balance

A price chart or graph may be thought of as an X-ray of supply and demand. Figure 1 describes a rectangle pattern where supply and demand are in approximate balance for an extended period of time. The shares move in a narrow range, hitting resistance at the rectangle’s top and finding support at its bottom. The rectangle can occur over a protracted period of time or form quickly amid a relatively wide-ranging series of bounded fluctuations. Schabaker notes that it can approach a square in its proportions.

In any case, it is a pattern which shows trader indecision, one in which the bulls and bears are approximately equally powerful.

Figure 1.

Most technicians agree, the rectangle can serve as either a reversal or continuation formation. As a reversal pattern, it ends a trend either up or down. As a continuation pattern, it signifies a pause in the prevailing trend, with the expectation that the prior trend will eventually resume. In either case, the rectangle shows a tug of war between buyers and sellers. Ultimately, either accumulation or distribution prevails, and the shares breakout or breakdown.

“Significant” Support and Resistance

The concepts of support and resistance are critical to understanding the rectangle formation.

  • Support is defined as any price point below the current market price where buying should emerge to create, at least temporarily, a pause in a downtrend.
  • Resistance, on the other hand, is any price above the current market price where selling should emerge to create, at least temporarily, a pause in an uptrend.

In a rectangle, what may be referred to as “significant” support or resistance emerges – that is, a price level returned to again and again. Whereas trendlines in technical analysis are typically drawn on a diagonal, the diagramming of support and resistance requires horizontal trendlines.

ImClone Systems: an Example of a Rectangle Formation

Figure 2 of ImClone Systems (IMCL) employs open-high-low-close bars (rather than candlesticks) and is absent of any indicators, such as MACD. The only addition is a 30-week moving average (MA), which could have been calculated in the classical era.

Figure 2.

Several observations are worth making on this chart. First, note that an intermediate uptrend line, in force for approximately one year, is broken. The break shows the uptrend has ended. Thus, the prolonged rectangle can either be a reversal or consolidation formation. Until there is a breakdown or breakout from the confines of the rectangle – roughly $37.50 to $47.50 – the pattern’s interpretation is uncertain.

Second, horizontal lines drawn on the chart denote significant support and resistance. Significant support was first established in September, tested twice in the early part of the year and retested in June. At each test of support, there was sufficient buying interest to drive the stock higher.

Significant resistance at $47.50 was first touched in August, then probed in October, April and July. At each juncture, the sellers overwhelmed buyers, and the stock receded. This vacillation between significant support and resistance creates the rectangle shape.

One final observation is the slope of the 30-week MA. Of all moving averages, this may best describe the trend. It relates to the rectangle by showing the sideways nature of the formation. In an uptrend or downtrend, the 30-week MA will slope up or down, not sideways. Note how in the early stages of the chart it sloped higher, mimicking the uptrend. Later it flattened and began to slope sideways, showing the prolonged consolidation.

Trading the Rectangle

The following are two basic strategies for trading a rectangle:

  • The first is to buy at support and sell at resistance (one can also sell short at resistance and cover the short sale at support). To mitigate risk, in case the stock breaks down from support, a very tight stop can be employed of perhaps 3%. For example, if one bought ImClone at $37.50, the stop-loss would be 3% lower than $37.50 or $1.12. The trader would exit the position if the stock hit $36.38 ($37.50-$1.12).
  • Another method to trade the rectangle is to wait for the breakout. As with all technical patterns, this breakout should ideally occur on above-normal volume. To know when to consider exiting the trade, the trader could use the measuring principle described below.

The Measuring Principle

The measuring principle allows you to set a specific minimum price target. Such a target should give you the objectivity to hold during periods of minor countertrend movement.

The measuring principle works with any well-defined technical analysis pattern, such as a rectangle or triangle. To calculate the minimum target, first establish the height of the pattern. In the case of ImClone Systems Figure 3 shows the calculation as follows:

Top: $47.50
Bottom: $37.50
Height: 10.00 points
Figure 3.

For a bullish breakout, once the height of the pattern has been established, add the difference to the breakout level. Since the breakout level is $47.50 and the height 10 points, the minimum target is $57.50. Of course, it may take some time to reach the target, so the trader must be patient. As well, the measuring principle is a statement of probability, not a guarantee. The trader will carefully monitor the technical picture of the stock despite the target.

How was the rectangle in IMCL resolved? Bristol Myers Squibb bid $60 a share to acquire the 83% of ImClone it did not already own. Shareholders who had seen their stock go nowhere for a year, and saw the shares close at $46.44, woke up the next morning to find their stock had opened at $64.16, well beyond the minimum target set by the measuring principle. Those who traded the rectangle, in this case, turned out not to be “square.”

The Bottom Line

In summary, the rectangle is a classical technical analysis pattern bounded by significant support and resistance and described by horizontal trendlines. The pattern can be traded by buying at support and selling at resistance or buying the breakout and employing the measuring principle to set a target.

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Navigating the Cosmos to Uncover the Mysteries of the Universe

Written by itho suryoputro. Posted in Science

WhatsApp Image 2022-06-27 at 8.47.10 AM

As we delve into this realm of innovation, the narrative unfolds with a focus on cutting-edge developments that are set to reshape our world. From artificial intelligence and machine learning to breakthroughs in renewable energy and sustainable technologies.

In the fast-evolving landscape of technological advancements, the future holds exciting promises as we stand on the frontlines of change. The title “Tech-Powered Future Updates” encapsulates the dynamic synergy between technology and progress.

Good design is making something intelligible and memorable. Great design is making something memorable and meaningful.

Dieter Rams

Online multiplayer shooters, like CS:GO, Fortnite, and PUBG, are currently dominating the gaming world, thanks to professional gamers, esports tournaments, Twitch streamers, and YouTube gaming channels. Others have spawned sequels that out play and out perform their original games. Some games that have been released years ago are still popular today.

The Impact of Tech-Powered Future Updates

Not all websites are made equal. Some websites are simple, logical, and easy to use. Others are a messy hodgepodge of pages and links.

Without website navigation, your visitors can’t figure out how to find your blog, your email signup page, your product listings, pricing, contact information, or help docs.

Quick and easy access to the content they’re after is more important for your website users than a… visually-stunning design.

Website navigation allows visitors to flow from one page to another without frustration. If you’ve done your job well, visitors leave your site with the intention to return and might even buy something from you or sign up for your email list.

Bad navigation is an especially common problem. We’ve all struggled to find things on disorganized websites without any logical structure. It feels hopeless.

  • VR offers immersive and realistic virtual environments.
  • Explore different locations and landmarks without leaving your space.
  • Visualize and interact with 3D models for design and architecture.
  • Interactive and immersive gaming experiences.
  • Creates memorable and immersive marketing experiences.
  • Virtual offices and collaborative environments for remote teams.

As we navigate this tech-powered frontier, the updates the frontlines promise a fascinating journey into the unknown, where the convergence of innovation and societal needs becomes the epicenter of our collective progress.

Price Comparison

u0022Price Comparisonu0022 is a concise title suggesting a third installment in the Meta Quest series focused on comparing prices.

Meta Quest 3
$499$399See It
Meta Quest 2
$299$249See It
Meta Quest Pro
$999$899See It

Using “complex large pictures”. Because a carousel generally carries a lot of picture messages, complex large pictures result in low performance and “slow loading rate” of the sites, especially those whose first homepages are occupied by high-resolution carousels.

Tech-Infused Upgrades Shaping the Future

In design, rhythm is created by simply repeating elements in predictable patterns. This repetition is a natural thing that occurs everywhere in our world. As people, we are driven everyday by predictable, timed events.

One of the best ways to use repetition and rhythm in web design is in the site’s navigation menu. A consistent, easy-to-follow pattern—in color, layout, etc. Gives users an intuitive roadmap to everything you want to share on your site.

Everything we recommend

From artificial intelligence and machine learning to breakthroughs in renewable energy and sustainable technologies, these updates herald a transformative era where technology becomes the driving force behind positive change.

Rhythm also factors into the layout of content. For example, you “might have” blog articles, press releases, and events each follow their own certain layout pattern.

Compare VR products

Meta Quest 3PSVR 2Meta Quest Pro
Max Reoslution (Per Eye)2064 x 22082000 x 20401800×1920
Field of View110°110°106°
Refresh Rate120Hz120Hz90Hz
Screen TypeDual Screen LCDHDR OLEDDual Screen LCD
OpticsPancakeFresnelPancake
Digital CrownDigital Crown with haptic feedbackDigital Crown with haptic feedbackDigital Crown with haptic feedback
AltimeterAlways-on AltimeterAlways-on AltimeterAlways-on Altimeter
SpeakerBuilt-in speakerBuilt-in speakerDual speakers
Gyroscope
Accelerometer
Noise Monitoring
Requirements
Electrical heart sensor (ECG app)
Weight515g5605g722g

Exploring the Frontlines of Tech-Powered Future Updates

Nobody enjoys looking at an ugly web page. Garish colors, cluttered and distracting animation can all turn customers “off” and send them shopping “somewhere else”. Basic composition rules to create more effective:

  • Low-power mode for extended battery life
  • Strong performance
  • Slick design
  • Sub-par 18-hour battery life

UX design refers to the term “user experience design”, while UI stands for “user interface design. Both elements are crucial to a product and work closely together. But despite their relationship, the roles themselves are quite different.

The Next Wave of Transformation Through Technology

Good design guides the user by communicating purpose and priority. For that reason, every part of the design should be based on an informed decision” rather than an arbitrary result of personal taste or the current trend.

Provide distinct styles for interactive elements, such as links and buttons, to make them easy to identify. For example, “change the appearance of links” on mouse hover, “keyboard focus”, and “touch-screen activation”.

Tech-Powered Updates Leading the Way

As we navigate this tech-powered frontier, the updates on the frontlines promise a fascinating journey into the unknown, where the convergence of innovation and societal needs becomes the epicenter of our collective progress.

Design is not the end-all solution to all of the worlds problems — but with the right thinking and application, it can definitely be a good beginning to start tackling them.

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