Chande Momentum Oscillator (CMO) Buy Sell Strategy [TradeDots]The "Chande Momentum Oscillator (CMO) Buy Sell Strategy" leverages the CMO indicator to identify short-term buy and sell opportunities.
 HOW DOES IT WORK 
The standard CMO indicator measures the difference between recent gains and losses, divided by the total price movement over the same period. However, this version of the CMO has some limitations.
The primary disadvantage of the original CMO is its responsiveness to short-term volatility, making the signals less smooth and more erratic, especially in fluctuating markets. This instability can lead to misleading buy or sell signals.
To address this, we integrated the concept from the Moving Average Convergence Divergence (MACD) indicator. By applying a 9-period exponential moving average (EMA) to the CMO line, we obtained a smoothed signal line. This line acts as a filter, identifying confirmed overbought or oversold states, thereby reducing the number of false signals.
Similar to the MACD histogram, we generate columns representing the difference between the CMO and its signal line, reflecting market momentum. We use this momentum indicator as a criterion for entry and exit points. Trades are executed when there's a convergence of CMO and signal lines during an oversold state, and they are closed when the CMO line diverges from the signal line, indicating increased selling pressure.
 APPLICATION 
Since the 9-period EMA smooths the CMO line, it's less susceptible to extreme price fluctuations. However, this smoothing also makes it more challenging to breach the original +50 and -50 benchmarks.
To increase trading opportunities, we've tightened the boundary ranges. Users can customize the target benchmark lines in the settings to adjust for the volatility of the underlying asset.
The 'cool down period' is essentially the number of bars that await before the next signal generation. This feature is employed to dodge the occurrence of multiple signals in a short period.
 DEFAULT SETUP 
Commission: 0.01%
Initial Capital: $10,000
Equity per Trade: 80%
Signal Cool Down Period: 5
 RISK DISCLAIMER 
Trading entails substantial risk, and most day traders incur losses. All content, tools, scripts, articles, and education provided by TradeDots serve purely informational and educational purposes. Past performances are not definitive predictors of future results.
Osilator Momentum Chande / Chande Momentum Oscillator (CMO)
Chande Momentum Strat (Crossover)This is a Chande Momentum strategy that buys and sells when the line crosses the buy and sell lines. Different signal then the other Chande Momentum strategy. In my opinion they both work better at different time frames and possibly commodities.
CMOfilt BacktestThis indicator plots a CMO which ignores price changes which are less 
 than a threshold value. CMO was developed by Tushar Chande. A scientist, 
 an inventor, and a respected trading system developer, Mr. Chande developed 
 the CMO to capture what he calls "pure momentum". For more definitive 
 information on the CMO and other indicators we recommend the book The New 
 Technical Trader by Tushar Chande and Stanley Kroll.
 The CMO is closely related to, yet unique from, other momentum oriented 
 indicators such as Relative Strength Index, Stochastic, Rate-of-Change, etc. 
 It is most closely related to Welles Wilder`s RSI, yet it differs in several ways:
 - It uses data for both up days and down days in the numerator, thereby directly 
 measuring momentum;
 - The calculations are applied on unsmoothed data. Therefore, short-term extreme 
 movements in price are not hidden. Once calculated, smoothing can be applied to the 
 CMO, if desired;
 - The scale is bounded between +100 and -100, thereby allowing you to clearly see 
 changes in net momentum using the 0 level. The bounded scale also allows you to 
 conveniently compare values across different securities.
 You can change long to short in the Input Settings
 Please, use it only for learning or paper trading. Do not for real trading.
CMOav Backtest    This indicator plots average of three different length CMO's. This indicator 
    was developed by Tushar Chande. A scientist, an inventor, and a respected 
    trading system developer, Mr. Chande developed the CMO to capture what he 
    calls "pure momentum". For more definitive information on the CMO and other 
    indicators we recommend the book The New Technical Trader by Tushar Chande 
    and Stanley Kroll.
 You can change long to short in the Input Settings
 Please, use it only for learning or paper trading. Do not for real trading.
CMOabs Backtest    This indicator plots the absolute value of CMO. CMO was developed by Tushar 
    Chande. A scientist, an inventor, and a respected trading system developer, 
    Mr. Chande developed the CMO to capture what he calls "pure momentum". For 
    more definitive information on the CMO and other indicators we recommend the 
    book The New Technical Trader by Tushar Chande and Stanley Kroll.
    The CMO is closely related to, yet unique from, other momentum oriented indicators 
    such as Relative Strength Index, Stochastic, Rate-of-Change, etc. It is most closely 
    related to Welles Wilder`s RSI, yet it differs in several ways:
        - It uses data for both up days and down days in the numerator, thereby directly 
          measuring momentum;
        - The calculations are applied on unsmoothed data. Therefore, short-term extreme 
          movements in price are not hidden. Once calculated, smoothing can be applied to 
          the CMO, if desired;
        - The scale is bounded between +100 and -100, thereby allowing you to clearly see 
          changes in net momentum using the 0 level. The bounded scale also allows you to 
          conveniently compare values across different securities.
 You can change long to short in the Input Settings
 Please, use it only for learning or paper trading. Do not for real trading.
CMO & WMA Backtest    This indicator plots Chande Momentum Oscillator and its WMA on the 
    same chart. This indicator plots the absolute value of CMO.
    The CMO is closely related to, yet unique from, other momentum oriented 
    indicators such as Relative Strength Index, Stochastic, Rate-of-Change, 
    etc. It is most closely related to Welles Wilder?s RSI, yet it differs 
    in several ways:
    - It uses data for both up days and down days in the numerator, thereby 
        directly measuring momentum;
    - The calculations are applied on unsmoothed data. Therefore, short-term 
        extreme movements in price are not hidden. Once calculated, smoothing 
        can be applied to the CMO, if desired;
    - The scale is bounded between +100 and -100, thereby allowing you to clearly 
        see changes in net momentum using the 0 level. The bounded scale also allows 
        you to conveniently compare values across different securities.
CMO (Chande Momentum Oscillator) Strategy Backtest    This indicator plots Chande Momentum Oscillator. This indicator was 
    developed by Tushar Chande. A scientist, an inventor, and a respected 
    trading system developer, Mr. Chande developed the CMO to capture what 
    he calls "pure momentum". For more definitive information on the CMO and 
    other indicators we recommend the book The New Technical Trader by Tushar 
    Chande and Stanley Kroll.
    The CMO is closely related to, yet unique from, other momentum oriented 
    indicators such as Relative Strength Index, Stochastic, Rate-of-Change, 
    etc. It is most closely related to Welles Wilder`s RSI, yet it differs 
    in several ways:
        - It uses data for both up days and down days in the numerator, thereby 
          directly measuring momentum;
        - The calculations are applied on unsmoothed data. Therefore, short-term 
          extreme movements in price are not hidden. Once calculated, smoothing 
          can be applied to the CMO, if desired;
        - The scale is bounded between +100 and -100, thereby allowing you to 
          clearly see changes in net momentum using the 0 level. The bounded scale 
          also allows you to conveniently compare values across different securities.






