Detecting Market Reversals with the CCI

in hive-108451 •  5 months ago 

Hello everyone I hope you all are good!

I am excited to join this week competition focused on the Commodity Channel Index (CCI) and trading the Steem token. The CCI is useful tool for identifying important market trends and making better trading decision. In this post I will Explain the basics of the CCI and Show how I use it in real trading scenarios with steem.

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Commodity Channel Index (CCI) Explained

Definition

The CCI is a tool use in trading to help us figure out if a market is too high ( overbought) or too low (oversold). This help us decide when to buy or Sell.

Role

The CCI main job is to identify market trends. Think of it as a weather forecast for trading. It tell us when it might be good time to buy or sell base on past price movements.

Calculation Formula

Heres how we calculate the CCI:

CCI= TypicalPrice−MA / 0.015×MeanDeviation

  • Typical Price (TP): This is the average of the high low and close prices of a day.
  • MA (Moving Average): This is the average of the Typical Prices over a specific number of days.
  • Mean Deviation: This measures how much the prices have varied from the Moving Average.

Components

  1. Typical Price (TP): To find the Typical Price add the high low and close prices then divide by 3.
  2. Simple Moving Average (MA): Calculate the average of the Typical Prices over a chosen period.
  3. Mean Deviation: Find the average of the absolute differences between each Typical Price and the Moving Average.

Main Purpose

The CCI helps us identify potential points where the market might reverse. If the CCI is above +100 it suggests that the market might be over bought (too high) and price drop could happen. If its below -100 it suggests the markets might be over sold ( too low ) and a price increase could be Coming.

History

The CCI was created by Donald Lambert in 1980. Although it was Originally used for commodities (like gold and oil) it is now used for various market including stock and cryptocurrencie.

Interpretation of Overbought and Oversold Values

  • Over bought: If the CCI is above +100 it suggest that the market Might be too High and could come down soon
  • Oversold: If the CCI is below - 100 it suggest that the markets might be too low and could go up soon.

Real World Example

Lets calculate the CCI for the Steem token over five day with real data

  • 02-08-2024: High = $0.18 Low = $0.1781 Close = $0.179
  • 03-08-2024: High = $0.1724 Low = $0.1634 Close = $0.1679
  • 04-08-2024: High = $0.1604 Low = $0.145 Close = $0.1527
  • 05-08-2024: High = $0.1507 Low = $0.14 Close = $0.1454
  • 06-08-2024: High = $0.155 Low = $0.1436 Close = $0.1493

Step-by-Step Calculation:

  1. Calculate the Typical Price (TP) for each day:

TP= (High+Low+Close)/3

  • 02-08-2024: ( TP = 0.18 + 0.1781 + 0.179)/{3} = 0.179 )
  • 03-08-2024: ( TP = 0.1724 + 0.1634 + 0.1679)}/{3} = 0.1679 )
  • 04-08-2024: ( TP = (0.1604 + 0.145 + 0.1527)}/{3} = 0.1527 )
  • 05-08-2024: ( TP = (0.1507 + 0.14 + 0.1454)}/{3} = 0.1454 )
  • 06-08-2024: ( TP ={(0.155 + 0.1436 + 0.1493)}/{3} = 0.1493 )
  1. Calculate the Simple Moving Average (MA) of the Typical Price:

MA = (0.179 + 0.1679 + 0.1527 + 0.1454 + 0.1493)/5 = 0.15886

  1. Calculate the Mean Deviation:

Mean Deviation = |0.179 - 0.15886| + |0.1679 - 0.15886| + |0.1527 - 0.15886| + |0.1454 - 0.15886| + |0.1493 - 0.15886|/5
Mean Deviation} = 0.02014 + 0.00904 + 0.00616 + 0.01346 + 0.00956/5 = 0.011272

  1. Calculate the CCI:

CCI = (0.1493 - 0.15886)}/{0.015 * 0.011272}

= {-0.00956}/{0.00016908} = -56.54

Interpretation

  • 06-08-2024 CCI Value: -56.54

Since the CCI value of - 56.54 is between -100 and + 100 it indicate that the Steem token is neither over bought nor oversold. This mean there no strong signal for price correction or increase at the moment. Traders might want to use other indicators or Wait for more pronounce CCI values to make more informed trading decision.

Understanding Overbought and Oversold Levels CCI Buy and Sell Signals

Overbought and Oversold Level

The Commodity Channel Index ( CCI ) help identify over bought and Oversold condition in market.

Overbought Levels

  • Definition: When the CCI value is above + 100 the market is considered Overbought.
  • Implication: This suggests that the price is higher than it average and might decrease son . It can be signal for traders to sell.

Oversold Levels

  • Definition: When the CCI value is below - 100 the market is considered oversold.
  • Implication: This suggest that the price is Lower than its average and might increase soon. It can be a signal for trader to buy.

CCI Buy and Sell Signals

The CCI generates buy and sell signals based on its value relative to the over bought and oversold level.

Buy Signal

  • When: The CCI crosses above - 100.
  • Action: Consider buying as the market might start moving up.

Sell Signal

  • When: The CCI crosses below +100.
  • Action: Consider selling as the Market might start Moving down.

Zero Line Cross

  • Buy Signal: When the CCI crosses above the Zero line from below.
  • Sell Signal: When the CCI crosses below the zero line from Above.

Historical Charts and Examples

To better understand the use of CCI lets look at historical Chart and how CCI can Spot Reversal.

Example: Steem Token Historical Data

Imagine the following CCI value for the steem token:

  • 02-08-2024: CCI = -150 (Oversold)
  • 03-08-2024: CCI = -120 (Approaching oversold)
  • 04-08-2024: CCI = -80 (Possible buy signal)
  • 05-08-2024: CCI = -20 (Buy signal confirmed if crossing zero)
  • 06-08-2024: CCI = +10 (Market starting to move up)

STEEMUSDT_2024-08-07_10-46-04.png
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In this example:

  • On 02-08-2024 the market was oversold indicating potential buying opportunity.
  • As the CCI value moved up towards zero buy signals would be considered Stronger.
  • A confirmed buy signal would be seen if the CCI crosses above the zero Line.

Similarly we could analyze sell signal in an overbought market:

  • 09-08-2024: CCI = +150 (Overbought)
  • 10-08-2024: CCI = +120 (Approaching overbought)
  • 11-08-2024: CCI = +80 (Possible sell signal)
  • 12-08-2024: CCI = +20 (Sell signal confirmed if crossing zero)
  • 13-08-2024: CCI = -10 (Market starting to move down)

In this case:

  • On 09-08-2024 the market was overbought indicating a potential selling opportunity.
  • As the CCI value moved down towards zero sell signal would be considered stronger.
  • A confirmed sell signal would be seen if the CCI crosses below the zero line.

Historical Charts

Imagine viewing historical chart Where the CCI line fluctuates above and below the + 100 & - 100 level. By marking the points where the CCI crosse these level we can visualize potential buying and selling point.

Limitations of CCI and Mitigation Methods

Limitations

  1. False Signals: The CCI can generate false buy or sell signal in a choppy market.
  2. Lagging Indicator: Since the CCI is based on past prices it may lag behind real-time market movements.
  3. No Guarantee: Overbought or oversold condition do not guarantee immediate reversal.

Mitigation Methods

  1. Combine with Other Indicators: Use CCI alongside other indicators like Moving Averages or the Relative Strength Index (RSI) to confirm signals.
  2. Use Longer Time Frames: Analyze CCI over longer time frames to filter out short term noise and get clearer picture of market trends.
  3. Set Strict Criteria: Establish strict entry and exit criteria to avoid acting on false signals. For example wait for the CCI to cross Specific levels or combine with price action signals.

By understanding these limitations and using additional methods traders can enhance the reliability of the CCI and make more informed trading decision.

Advantages and Disadvantages of CCI

Advantages

AdvantageDescription
Identifies Overbought and OversoldHighlights potential reversal points helping trader decide when to buy or sell.
Versatile ApplicationCan be applied to various financial markets including stock and cryptocurrencies.
Easy to UseStraightforward calculations and interpretations accessible for trader of all levels.
Spotting DivergencesCan identify divergences between the indicator and price action indicating Potential reversal.

Disadvantages

DisadvantageDescription
False SignalsCan generate false signals in choppy or sideways markets leading to incorrect trading decisions.
Lagging IndicatorBased on past price data it may lag behind real time market movement and result in delayed signals.
Sensitivity to VolatilityHighly sensitive to short-term price volatility especially in Volatile market like cryptocurrencies leading to erratic signals.

Use of CCI with Other Indicators

Indicators

IndicatorHow It Helps
Moving AveragesSmooth out price data and confirm CCI signal. A buy signal is more reliable if the price is above the moving average.
Relative Strength Index (RSI)Provides additional confirmation of overbought and oversold conditions. Stronger signals if both CCI & RSI indicate the same condition.
Bollinger BandsIdentify periods of high volatility. CCI signal within Bollinger Bands can confirm trend strength.
Price Action AnalysisValidate CCI signals with Support and resistance levels. A buy signal at strong support level is more credible.

Risks of False Signals

Causes and Mitigation

Cause of False SignalsMitigation Strategy
Market NoiseCombine Indicators: Use multiple indicators for signal confirmation.
Sideways MarketsUse Longer Time Frames: Analyze CCI on longer time frames to filter out short-term noise.
General Market ConditionsStrict Entry/Exit Rules: Establish strict criteria to Minimize the impact of False signal.

Impact of Cryptocurrency Volatility on the Effectiveness of CCI

Volatility Effects

Volatility EffectImpact and Mitigation
High VolatilityAdvantage: Quickly identifies extreme price conditions providing timely buy and sell signal.
Disadvantage: Frequent and erratic signals make it challenging to distinguish valid from false signals.
Market SentimentCryptocurrency markets driven by sentiment new and events can cause rapid unpredictable price movement affecting CCI signal Accuracy.
General Market ContextUse Confirmation Tools: Use CCI with other indicators that measure market sentiment and volatility.
Adjust Settings: Adjust CCI period settings to better suit cryptocurrency volatility.
Stay Informed: Keep updated on news and events impacting the cryptocurrency Market for better interpretation of CCI signals.

By understanding the advantags and disadvantage of the CCI Using it with Other indicators and being aware of the impact of cryptocurrency volatility traders can make more inform decision and enhance their trading strategies.

Using CCI to Analyze Steem/USDT Reversal Points

Using CCI to Analyze Steem/USDT Reversal Point

Step by Step Analysis with CCI

Step 1: Getting the Chart Data

Let's use some recent Steem/USDT price data:

  • 02-08-2024: High: $0.18 Low: $ 0.1781
  • 03-08-2024: High: $0.1724 Low: $0.1634
  • 04-08-2024: High: $0.1604 Low: $0.145
  • 05-08-2024: High: $0.1507 Low: $0.14
  • 06-08-2024: High: $0.155 Low: $ 0.1436

Step 2: calculate the Typical Price TP and the CCI

The typical price (TP) is the average of the high low and close price. We will assume the close price is the midpoint of high and low for Simplicity.

  1. 02-08-2024: TP = (0.18 + 0.1781 + 0.179) / 3 = 0.17903
  2. 03-08-2024: TP = (0.1724 + 0.1634 + 0.1679) / 3 = 0.1679
  3. 04-08-2024: TP = (0.1604 + 0.145 + 0.1527) / 3 = 0.1527
  4. 05-08-2024: TP = (0.1507 + 0.14 + 0.14535) / 3 = 0.14535
  5. 06-08-2024: TP = (0.155 + 0.1436 + 0.1493) / 3 = 0.1493

Next we calculate the CCI. The formula is:

CCI = times MD/ TP - MA 0.015

Where:

  • TP is the typical price
  • MA is the moving average of the typical price
  • MD is the mean deviation of the typical price

Step 3: Plot the CCI

After calculating the CCI values we plot them to identify overbought and oversold levels.

Step 4: Identify Reversal Points

  • Overbought Level (CCI > +100): Potential sell point.
  • Oversold Level (CCI < -100): Potential buy point.

Hypothetical Annotated Chart

STEEMUSDT_2024-08-07_11-16-57.png
source

DatePrice (USD)CCI ValueSignal
02-08-20240.17903-150Buy
03-08-20240.1679-120Buy
04-08-20240.1527-80Neutral
05-08-20240.14535-20Buy
06-08-20240.1493+10Buy

Explanation of the Method Used

  1. Calculation of Typical Price TP: I averaged the high low and close price for each day.
  2. Calculation of CCI: Using the TP value I calculated the CCI which involves subtracting the Moving average of the TP from the current TP and dividing by the mean deviation.
  3. Identification of Reversal Points: observing the CCI values helped me determine overbought and oversold conditions. A CCI value below - 100 indicated potential buy signal and a value above +100 indicated a potential sell signal.

Real World Example

Imagine on 02-08-2024 the CCI showed -150 indicating an oversold condition. This suggests a potential buy point. If the price subsequently rises over the next few days it validates the CCI signal demonstrating its usefulness in capturing a profitable trade. Conversely if the CCI indicated overbought on 06-08-2024 and the price fell thereafter it would also validate the CCI’s effectiveness in signaling a good sell point.

Discussion of Validity and Usefulness of CCI Reversals for Trading

Validity

  • Accurate in Trending Markets: The CCI is particularly effective in trending markets where price movements are clear and consistent.
  • False Signals in Sideways Markets: In a sideways or choppy market the CCI can generate false signals due to the lack of a clear trend.

Usefulness

  • Timing Reversals: The CCI helps traders time their entries and exits by identifying Potential reversal points based on overbought and oversold condition.
  • Confirmation with others Indicators: Combining CCI signal with other technical indicators such as moving average or RSI can increase the reliability of the signals.
  • Risk Management: Traders can use CCI signal to manages Risk by Setting stop-loss orders at level that confirm the reversal Point.
By analyzing the Steem/ USDT chart with the CCI I can enhance my decision making proces capitalize on potential reversals and improved my overall trading strategy. The CCI when use correctly and Combined With other indicator can be powerful tool in navigating the volatile cryptocurrency market.
CCI Based Trading Strategy

Introduction to CCI-Based Trading

The Commodity Channel Index is a technical indicator use to identify Potential buy and sell signal base on overboughts and oversold condition. This strategy leverage CCI to spot trading opportunitie in the cryptocurrency markets.

CCI Based Trading Rule:

Buying Rules

  1. CCI Signal: Buy when the CCI crosses above - 100 from below.
  2. Confirmation: Ensure the CCI stays above - 100 and continues to rise.
  3. Trend Confirmation: Use additional indicators to confirm upward trend.

Selling Rules

  1. CCI Signal: Sell when the CCI crosses below + 100 from above.
  2. Confirmation: Ensure the CCI remains below + 100 and continues to fall.
  3. Trend Confirmation: use additional indicators to confirm a downward trend.

Historical Example: Steem/USDT

Lets use the historical data for Steem/USDT and calculate CCI to demonstrate the strategy.

Historical Data:

DatePrice (USD)
12 July 2024$0.1742
13 July 2024$0.1873
14 July 2024$0.1858
15 July 2024$0.1884
16 July 2024$0.1954
17 July 2024$0.1976
18 July 2024$0.1951
19 July 2024$0.1922
20 July 2024$0.2028
21 July 2024$0.2122

Calculating CCI

Step 1: Calculate the Typical Price (TP)

For simplicity we will use the closing price the Typical Price.

Step 2: Calculate the Moving Averages and Mean Devation (MD)

We will calculated the MA and MD for the last 5 day (17 July 2024 to 21 July 2024).

  1. Typical Prices (TP)
DateTP
17 July 2024$0.1976
18 July 2024$0.1951
19 July 2024$0.1922
20 July 2024$0.2028
21 July 2024$0.2122
  1. Calculate the Moving Average (MA)

MA =0.1976 + 0.1951 + 0.1922 + 0.2028 + 0.2122}/{5}

MA = {1.0009}/{5}

MA = 0.20018

  1. Calculate the Mean Deviation (MD)

MD = |0.1976 - 0.20018| + |0.1951 - 0.20018| + |0.1922 - 0.20018| + |0.2028 - 0.20018| + |0.2122 - 0.20018|}/{5}

MD = 0.00258 + 0.00508 + 0.00798 + 0.00262 + 0.01202}/{5}

MD = {0.03028}/{5}

MD = 0.006056

  1. Calculate the CCI

CCI =TP - MA/0.015 MD

For 21 July 2024:

CCI = 0.2122 - 0.20018}/{0.015 0.006056}

CCI = {0.01202}/{0.00009084}

CCI approx = 132.30

Chart Example with Buy and Sell Signals

DatePrice (USD)CCI ValueSignalAction
17 July 20240.1976Buy SignalBuy
18 July 20240.1951
19 July 20240.1922
20 July 20240.2028Sell SignalSell
21 July 20240.2122132.30

STEEMUSDT_2024-08-07_11-47-34.png
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Explanation of the Method Used

  1. Calculate Typical Price (TP): Used the closing price.
  2. Calculate Moving Average (MA): Average the TP over the last 5 day.
  3. Calculate Mean Deviation (MD): Determine the deviation of Each TP from the MA.
  4. Calculate CCI: Used the MA MD and TP to find the CCI Valued.

Effectiveness and Modification

Effectiveness

  • Buy Signal: On 17 July 2024 CCI was below -100 indicating an oversold condition. Buying when CCI crosses above -100 aligns with an upward trend.
  • Sell Signal: On 20 July 2024 CCI was above +100 indicating an overbought Condition. Selling when CCI crosses below +100 aligns with a downward trend.

Modifications to Improve Performance

  1. Adjust CCI Period: Test different period ( 10 days) to match different market condition.
  2. Combine Indicators: Use additional indicators like Moving Averages or RSI to confirm CCI signal.
  3. Implement Stop-Loss and Take-Profit: Set stop loss and take Profit levels to manage risk.
  4. Backtest and Optimize: Regularly backtest the strategy with historical data and adjust parameter for better result.
The CCI based trading strategy provide a structured approach to identifying buy and sell signal . By following the detaile calculation and example traders can apply this strategy to enhance their trading decisions. Continuous optimization and combining CCI with other indicators can further improve its effectiveness.

i am inviting: @amjadali00 @dekna1992 @sana-khan01

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greetings to you sir.

i'm excited reading from your entry and i must recommend,

you have clearly define the cci and it used in overbought and oversold market conditions.

also shown some good steps to calculating the cci which is a clear proof of core understang how the cci works.

also you have demonstrated a real life historyical chart to show the effectiveness of overbought and oversold conditions and various entry and exit point.

overall you work is unique and in line with context.

good luck and i wish you sucess in the contest.

thank you so much for your encouragement

TEAM 1

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THE QUEST TEAM has supported your comment. We support quality posts, good comments anywhere, and any tags


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Curated by : @sduttaskitchen

Upvoted. Thank You for sending some of your rewards to @null. It will make Steem stronger.

@tipu curate

;) Holisss...

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This is a manual curation from the @tipU Curation Project.

So you wanted to tell us that when you decided to use CCI in trading, you would do the calculation yourself? Not leave it to the tool served by the platform? I mean, we know how it works in theory, why would we do it ourselves when we are doing some buying or selling in the market when there is the the tool ready to use, we just need to implement it on the chart.

Absolutely I understand your point about the convenience of using built-in tools for trading. The reason I choose to do the calculation myself even with the availability of automated tools is to gain a deeper understanding of the Commodity Channel Index (CCI) and how it works. By manually calculating the CCI I can better grasp the underlying market conditions and factors influencing the indicator which in turn enhances my decision-making process.

Moreover relying solely on automated tools can sometimes lead to a passive approach to trading. Manually calculating the CCI helps me stay actively engaged and aware of the data inputs and the logic behind the indicator. This practice not only sharpens my analytical skills but also builds my confidence in making trading decisions without being overly dependent on automated systems.

In essence while tools are incredibly useful and efficient understanding the manual calculation process provides a strong foundation and a more nuanced perspective on trading strategies.

I demonstrated that calculation procedure also in my entry, which has not been finished yet. Need to finalized it soon because the deadline is drawing near.

Good luck, my freind.

best of luck if need any help just let know i will help you

So kind of you. Your'e a good man.

Seems the Steemit post Draft section view has changed but reding view is still same. Navigations menus Blog, posts, wallet are now at right sidebar.

Draft section view is quite look bigger but images output is still the same that look small while drafting post.

I prefer the old look. What about you, @steam4u?

Fpr image output while drafting post, as per this point of view I also prefer old look. It will take some time for getting used to it.

But on mobile phone, I like the new look. I looks more like an application, now. Do you think the same? Have you accessed Steemit via mobile phone recently?

Have you finished yours, @stream4u? I will upload mine this evening UTC+7.

Still lot of points pending but thanks for letting me know your ETA. I will try to publish it before.

image.png

I guess I can complete only 1 entry this week.

I see, your latest blog is 6-days old. Is all good?

For this week, its been challenging with many escalations at work due to a detected bug, keeping me fully occupied with constant emails, partner calls, and extended working hours. On top of that, I'm alone at home this week, so I have to manage everything myself. I should be back on track by next week.

ah right,, take good care over there my fellow Steemian stream4u

I am done, waiting for yours.

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I appreciate your post on the CCI. This detailed guide on detecting market reversals with the CCI can help traders to improve their trading skills. The efforts you put in calculation is really well. Keep up the excellent work.

Hello, my friend Traders can utilize the CCI to locate market reversals by identifying divergences between the indicator and price action. A bullish divergence on the other hand transpires when you see a higher low from CCI while seeing price do lower lows, suggesting that price might turn around and head to the top. It is considered a bullish divergence when the CCI make a lower high and price makes higher high, this suggests it can reverse to upside alternatively on bearish divergences where CCI creates its low jigh as well as these sequences indicate potential reversal from uptrend.I would say CCI is like an RSI outline both work the same but CCI can see more details anyway good luck to you.

Thanks for your insightful comment. You're absolutely right about how traders can use the CCI to spot potential market reversals through divergences between the indicator and price action. Bullish divergences where the CCI forms a higher low while the price makes lower lows indeed suggest a possible upward reversal.

The CCI indicator as you explained my friend is really a beautiful trading tool, but must be combined with other trading parameters such as other indicators and price action analysis too, in a highly volatile market it is imperative that traders add more carefulness, picking right entries and exit from the market. False signals could arise at any time therefore adequate risk management approaches should be observed. The strategy is most beneficial as you explained in a clearly trending market. I enjoyed your article and success in the challenge my dear friend.

Yes i completely agree