Percentile Rank Market FilterA simple script to filter bull and bear markets by using percentile rank filter. Using market regimes to filter by bull/bear/sideways markets helps to understand how your strategy will
behave in various market regimes and allows you to avoid unprofitable regimes and only trade in profitable ones.
The idea of market regime filtering is used in the most successful technical algorithmic trading strategies, as one should always design a trading strategy with a particular market in mind according to trading legend, Larry Connors
Feel free to use this script in your strategies to improve your profits and lower drawdowns.
Cari dalam skrip untuk "bear"
Altered True Strength Indicator (TSI) Reupload-
Altered TSI provides a slightly more volatile signal that demonstrates extremities in price action with greater success than standard TSI. In addition, I added bull/bear cross indicators (green/red) to make it easier to notice the crosses to save time when the market is moving fast (I couldn't find a regular TSI script with this addition). Finally, the signal also has overextension parameters (red and green lines)
I think this is best used on Intraday time frames as the signals respond to volatility very well and using Heikin Ashi candles, trend is more visual. In this particular example, I am showing SPY on the 3m time chart (my favorite short time frame) and the signal alone provided many opportunities for trades when using simple divergences and countering overextension direction when short term (blue) signal crosses either
In the first example (purple lines), SPY ramps but it was a dull signal given the signal strength flatlining- we would be looking for a short entry. When the signal fires, it provides a clean $1.50 move down in spy.
In the second example (orange), the blue signal provides a nice V shape (rebound signal) in which we are looking for a long entry. 390.50 is a strong SPY support in confluence with 2nd std dev VWAP extension, but disregarding that bull signal fires resulting in a 2 dollar move upwards. Exit is provided when blue line crosses green overextension.
In the third example (white), we are searching for a short entry at 392.5 resistance in confluence with divergently higher highs. Bear cross signal when fired and a significant cross is visible provides a $2.50 move to the downside with a potential exit provided when blue line crosses red overextension line in confluence with previous LOD area.
In the fourth example (green), we watch as the blue line provides a V pattern, we are searching for a long entry. If you didn't take a riskier long at 2nd std dev VWAP overextension with V recovery on blue line at red overextension for a ride to vwap, then you are looking for a secondary entry long as you wouldn't take the trade at resistance (vwap). Bullishly divergent lows provide this entry and the signal does not bear cross at all (but looking for significant crosses is more important even if the signal were to make a minor bear cross). Bullishly divergent double bottom provides a long entry to end of day with a nice clean signal for a $5.00 move until eod or when signal crosses overextension range.
Ideally, close to the money options or SPY/SPXS/SPXL are best used in the intraday time frame.
Again, this is not a standalone indicator but it's best used in conjunction with other indicators/trading strategies
Any questions feel free to comment
Bull Bear Power1. Calculate
* Base on RSI status in the same period of price bar, "Bull Bear Power" is counting number of bars moved above 70 then return result to "bull power" series, and counting number of bars moved below 30 then return result to "bear power" series.
* By default RSI period is 2 and Bar period is 15.
2. Interface
* Bull power: green columns.
* Bear power: red columns.
* Info Line: show info of RSI and Bull Bear Power
- Bull Bear Power info: Period, Bull value, Bear value
- RSI info: RSI value, RSI status: overbought (>70), oversold(<30), crossunder 70, crossover 30.
3. Trade:
* Consider place Long oder when Bull power increase from below to above Bear power
* Consider place Short oder when Bear power increase from below to above Bull power
Combo Backtest 123 Reversal & Elder Ray (Bear Power) This is combo strategies for get a cumulative signal.
First strategy
This System was created from the Book "How I Tripled My Money In The
Futures Market" by Ulf Jensen, Page 183. This is reverse type of strategies.
The strategy buys at market, if close price is higher than the previous close
during 2 days and the meaning of 9-days Stochastic Slow Oscillator is lower than 50.
The strategy sells at market, if close price is lower than the previous close price
during 2 days and the meaning of 9-days Stochastic Fast Oscillator is higher than 50.
Second strategy
Developed by Dr Alexander Elder, the Elder-ray indicator measures buying
and selling pressure in the market. The Elder-ray is often used as part
of the Triple Screen trading system but may also be used on its own.
Dr Elder uses a 13-day exponential moving average (EMA) to indicate the
market consensus of value. Bull Power measures the ability of buyers to
drive prices above the consensus of value. Bear Power reflects the ability
of sellers to drive prices below the average consensus of value.
Bull Power is calculated by subtracting the 13-day EMA from the day's High.
Bear power subtracts the 13-day EMA from the day's Low.
You can use in the xPrice any series: Open, High, Low, Close, HL2, HLC3, OHLC4 and ect...
WARNING:
- For purpose educate only
- This script to change bars colors.
Combo Strategy 123 Reversal & Elder Ray (Bear Power) This is combo strategies for get a cumulative signal.
First strategy
This System was created from the Book "How I Tripled My Money In The
Futures Market" by Ulf Jensen, Page 183. This is reverse type of strategies.
The strategy buys at market, if close price is higher than the previous close
during 2 days and the meaning of 9-days Stochastic Slow Oscillator is lower than 50.
The strategy sells at market, if close price is lower than the previous close price
during 2 days and the meaning of 9-days Stochastic Fast Oscillator is higher than 50.
Second strategy
Developed by Dr Alexander Elder, the Elder-ray indicator measures buying
and selling pressure in the market. The Elder-ray is often used as part
of the Triple Screen trading system but may also be used on its own.
Dr Elder uses a 13-day exponential moving average (EMA) to indicate the
market consensus of value. Bull Power measures the ability of buyers to
drive prices above the consensus of value. Bear Power reflects the ability
of sellers to drive prices below the average consensus of value.
Bull Power is calculated by subtracting the 13-day EMA from the day's High.
Bear power subtracts the 13-day EMA from the day's Low.
You can use in the xPrice any series: Open, High, Low, Close, HL2, HLC3, OHLC4 and ect...
WARNING:
- For purpose educate only
- This script to change bars colors.
[eternal] Elder Ray Bull and Bear Power OscillatorsElder Ray is an indicator that displays Bull Power and Bear Power at the same time.
This indicator is a modified indicator of Elder Ray.
Setting eternal = False and sommozing Period = 1 will be the same as Elder Ray.
Since the eternal option is a definite signal option, it does not disappear even if the value of close changes if a signal comes out.
In other words, when a signal comes out, it is premised to trade immediately, and the signal comes out at the moment when the bar is updated.
The signal of this indicator seems to be weak in the range market due to its operating principle.
(It seems that the author wanted to try a definite signal)
* It has not been verified whether or not you can finally win, so please use it after individual income and expenditure verification.
Elder RayはBull Power, Bear Powerを同時に表示したインジケーターです。
このインジケーターはElder Rayを改造したインジケーターです。
eternal = False, sommozing Period = 1に設定すると Elder Rayと同じものになります。
eternal オプションは確定シグナルオプションなので、シグナルが出ればcloseの値が変化しても消えることはないです。
つまり、シグナルが出れば即座に取引する前提になっていて、シグナルが出るタイミングはバーが更新した瞬間です。
このインジケーターのシグナルは動作原理上レンジ相場に弱いと思われます。
（作者は確定シグナルを試してみたかったらしい）
※最終的に勝てるかは未検証ですので、個人で収支検証後、使用をお願いします。
Combo Backtest 123 Reversal & Elder Ray (Bear Power) This is combo strategies for get a cumulative signal.
First strategy
This System was created from the Book "How I Tripled My Money In The
Futures Market" by Ulf Jensen, Page 183. This is reverse type of strategies.
The strategy buys at market, if close price is higher than the previous close
during 2 days and the meaning of 9-days Stochastic Slow Oscillator is lower than 50.
The strategy sells at market, if close price is lower than the previous close price
during 2 days and the meaning of 9-days Stochastic Fast Oscillator is higher than 50.
Second strategy
Developed by Dr Alexander Elder, the Elder-ray indicator measures buying
and selling pressure in the market. The Elder-ray is often used as part
of the Triple Screen trading system but may also be used on its own.
Dr Elder uses a 13-day exponential moving average (EMA) to indicate the
market consensus of value. Bear Power measures the ability of sellers to
drive prices below the consensus of value. Bear Power reflects the ability
of sellers to drive prices below the average consensus of value.
Bull Power is calculated by subtracting the 13-day EMA from the day's High.
Bear power subtracts the 13-day EMA from the day's Low.
You can use in the xPrice any series: Open, High, Low, Close, HL2, HLC3, OHLC4 and ect...
WARNING:
- For purpose educate only
- This script to change bars colors.
Combo Strategy 123 Reversal & Elder Ray (Bear Power) This is combo strategies for get a cumulative signal.
First strategy
This System was created from the Book "How I Tripled My Money In The
Futures Market" by Ulf Jensen, Page 183. This is reverse type of strategies.
The strategy buys at market, if close price is higher than the previous close
during 2 days and the meaning of 9-days Stochastic Slow Oscillator is lower than 50.
The strategy sells at market, if close price is lower than the previous close price
during 2 days and the meaning of 9-days Stochastic Fast Oscillator is higher than 50.
Second strategy
Developed by Dr Alexander Elder, the Elder-ray indicator measures buying
and selling pressure in the market. The Elder-ray is often used as part
of the Triple Screen trading system but may also be used on its own.
Dr Elder uses a 13-day exponential moving average (EMA) to indicate the
market consensus of value. Bear Power measures the ability of sellers to
drive prices below the consensus of value. Bear Power reflects the ability
of sellers to drive prices below the average consensus of value.
Bull Power is calculated by subtracting the 13-day EMA from the day's High.
Bear power subtracts the 13-day EMA from the day's Low.
You can use in the xPrice any series: Open, High, Low, Close, HL2, HLC3, OHLC4 and ect...
WARNING:
- For purpose educate only
- This script to change bars colors.
Bull/Bear Engulf High Low LookupAllows to specify the high and low look-back period for both Bullish and Bearish engulfing candles. In essence, it is an extension of the classical engulf pattern. By default lookback period is set to 3.
Can be used on any time-frame and any instrument. Previous candle is irrelevent.
An engulfing candle is defined as follows:
Bullish: Must trade BELOW prior candle LOW and close ABOVE prior candle HIGH
Bullish: Must trade ABOVE prior candle HIGH and close BELOW prior candle LOW
Bulls and BearsThis is a standard 'Bulls and Bears Power" Oscillator, how ever,...
There are two different formulas for calculating bulls and bears, the standard version, uses Highest and Lowest of prices in a given period, BUT, the version we have in meta trader platform, uses the current high and current low for each bar.
Within this indicator, you can use the standard version or the meta trader version, it will draw both bulls and bears and you can turn each one on and off in the style section.
Divergence of DecisionPoint Breadth Swenlin Trading [LazyBear]// This source code is subject to the terms of the Mozilla Public License 2.0 at mozilla.org
// © 03.freeman
//This is indicator from LazyBear is very accurate for stocks and indexes.
//I added some code snippets for spot and draw divergences automatically
//
// @author LazyBear
//
//
Best use with daily time frame.
Enter when a divergence is found (Bull or Bear label) and wait at least a couple of candles before exit.
Next improvement: alerts ready made for webhooks and screener for multiple tickers.
Please use comment section for any feedback.
Bull MountainsAre you a BEAR?
Then get out of here!
This indicator is only for long movements, its reading is simple and if you use it correctly it will give you very good results, the components are:
The highest quality configuration is as follows:
It is not necessary that all the components are aligned, the appearance of the upper mountain on the lower mountain is already a good sign, but if you add some seasoning more the soup will be better =)
Note: once the position is taken, it is the trader's responsibility to manage it. INSTRUMENTS WITH REAL VOLUME ARE REQUIRED FOR THIS INDICATOR.
tip: what would happen if you look for the signal in an upper frame and then look for an input in a lower frame? mmmmm....
tip: play with the 'Length' setting and see what happens
Bull a thumbs up please!
I wish you many greens !!
Bull Bear BarsHighlights when the movement of a candle is supported by a major increase in volume. Thus one could reasonably assume that a follow thru is likely to occur.
Blue= bullish
Yellow = bearish
I personally use this as an entry system. I enter only if the blue high or yellow low is surpassed by the very next candle , if not, then i do not enter. Thus trading with momentum and greatly avoiding choppy market conditions.
***Example*** In the chart above, during $XBT’s month long November 2019 Downtrend.. I am showing my bull long entries (without showing the obvious winning bear entries!) and found that only once did the price fail to advance less than 1% before any significant drawdown occurs (As shown on the chart by thumbs up & thumbs down symbols.)
***When using this indicator it is important to keep in mind that Blue bullish bars can and will appear at the top of upswings likewise, yellow bearish bars can and will appear at the bottom of downswings.. which could potentially signify trend reversals.
This knowledge can also can be used to ones advantage (” buy when everyone is selling, sell when everyone is buying.”)
This is a common occurrence because retail traders are often late to the party before they catch on to a trend resulting in buying heavily at the top and selling heavily at the bottom providing liquidity to earlier entrants to exit and as per usual the price then reverses on the mass of late bloomers.***
This indicator can be used in many different ways so goodluck in finding the method that best suits your style and be careful out there. Cheers
BONUS: Also has the ability to set alerts!
Keltner Channel with signals [ChuckBanger]This is Keltner Channel where I added Bull and Bear signals. It has a lot of settings to play around with. Have fun...
For more information on Keltner Channel: www.investopedia.com
Dependent Variable Odd Generator For Machine Learning TechniquesCAUTION : Not suitable for strategy, open to development.
If can we separate the stagnant market from other markets, can we be so much more accurate?
This project was written to research it. It is just the tiny part of the begining.
And this is a very necessary but very small side function in the main function. Lets start :
Hi users, I had this idea in my mind for a long time but I had a hard time finding the parameters that would make the market stagnant. This idea is my first original command system. Although it is very difficult to make sense of the stagnant market, I think that this command system can achieve realistic proportions. With 's money flow index, I opened the track to determine the level. On the other hand, the prices were also using a money flow index, and it forced me to make the limitations between the levels in a logical way. But the good thing is that since the bollinger bandwidth uses a larger period, we are able to print normal values at extreme buy and sell values.
In terms of price, we can define excessive purchase and sale values as the period is smaller. I have repeatedly looked at the limit values that determine the bull, bear, and bollinger bandwidth (mfi), and I think this is the right one. Then I have included these values in the probability set.
The bull and bear market did not form the intersection of the cluster, and because there are connected events, the stagnant market, which is the intersection, will be added to the other markets with the same venn diagram logic and the sum of the probability set will be 1. is equal to. I hope that we can renew the number generators in the very important parameters of machine learning such as Markov Process with generators dependent on dependent variables, which bring us closer to reality. This function is open to development and can be made of various ideas on machine learning. Best wishes.
This code is open source under the MIT license. If you have any improvements or corrections to suggest, please send me a pull request via the github repository github.com
Sentiment Zone OscillatorHere's a (forgotten but still useful) Sentiment Zone Oscillator. The Sentiment Zone Oscillator takes a sum of positive price candles over a user-specified window length. Normally, a triple exponential moving average of the sum is used, but we opted to just go with a double EMA for the sake of more responsiveness. When the histogram is green it is bullish and red/pink means bears.
Bilateral Stochastic Oscillator - For The Sake Of EfficiencyIntroduction
The stochastic oscillator is a feature scaling method commonly used in technical analysis, this method is the same as the running min-max normalization method except that the stochastic oscillator is in a range of (0,100) while min-max normalization is in a range of (0,1). The stochastic oscillator in itself is efficient since it tell's us when the price reached its highest/lowest or crossed this average, however there could be ways to further develop the stochastic oscillator, this is why i propose this new indicator that aim to show all the information a classical stochastic oscillator would give with some additional features.
Min-Max Derivation
The min-max normalization of the price is calculated as follow : (price - min)/(max - min) , this calculation is efficient but there is alternates forms such as :
price - (max - min) - min/(max - min)
This alternate form is the one i chosen to make the indicator except that both range (max - min) are smoothed with a simple moving average, there are also additional modifications that you can see on the code.
The Indicator
The indicator return two main lines, in blue the bull line who show the buying force and in red the bear line who show the selling force.
An orange line show the signal line who represent the moving average of the max(bull,bear), this line aim to show possible exit/reversals points for the current trend.
Length control the highest/lowest period as well as the smoothing amount, signal length control the moving average period of the signal line, the pre-filtering setting indicate which smoothing method will be used to smooth the input source before applying normalization.
The default pre-filtering method is the sma.
The ema method is slightly faster as you can see above.
The triangular moving average is the moving average of another moving average, the impulse response of this filter is a triangular function hence its name. This moving average is really smooth.
The lsma or least squares moving average is the fastest moving average used in this indicator, this filter try to best fit a linear function to the data in a certain window by using the least squares method.
No filtering will use the source price without prior smoothing for the indicator calculation.
Relationship With The Stochastic Oscillator
The crosses between the bull and bear line mean that the stochastic oscillator crossed the 50 level. When the Bull line is equal to 0 this mean that the stochastic oscillator is equal to 0 while a bear line equal to 0 mean a stochastic oscillator equal to 100.
The indicator and below a stochastic oscillator of both period 100
Using Levels
Unlike a stochastic oscillator who would clip at the 0 and 100 level the proposed indicator is not heavily constrained in a range like the stochastic oscillator, this mean that you can apply levels to trigger signals
Possible levels could be 1,2,3... even if the indicator rarely go over 3.
Its then possible to create strategies using such levels as support or resistance one.
Conclusion
I've showed a modified stochastic oscillator who aim to show additional information to the user while keeping all the information a classical stochastic oscillator would give. The proposed indicator is no longer constrained in an hard range and posses more liberty to exploit its scale which in return allow to create strategies based on levels.
For pinescript users what you can learn from this is that alternates forms of specific formulas can be extremely interesting to modify, changes can be really surprising so if you are feeling stuck, modifying alternates forms of know indicators can give great results, use tools such as sympy gamma to get alternates forms of formulas.
Thanks for reading !
If you are looking for something or just want to say thanks try to pm me :)
Combo Backtest 123 Reversal & Bull And Bear Balance This is combo strategies for get a cumulative signal.
First strategy
This System was created from the Book "How I Tripled My Money In The
Futures Market" by Ulf Jensen, Page 183. This is reverse type of strategies.
The strategy buys at market, if close price is higher than the previous close
during 2 days and the meaning of 9-days Stochastic Slow Oscillator is lower than 50.
The strategy sells at market, if close price is lower than the previous close price
during 2 days and the meaning of 9-days Stochastic Fast Oscillator is higher than 50.
Second strategy
This new indicator analyzes the balance between bullish and
bearish sentiment.
One can cay that it is an improved analogue of Elder Ray indicator.
To get more information please see "Bull And Bear Balance Indicator"
by Vadim Gimelfarb.
WARNING:
- For purpose educate only
- This script to change bars colors.
Combo Strategy 123 Reversal & Bull And Bear Balance This is combo strategies for get a cumulative signal.
First strategy
This System was created from the Book "How I Tripled My Money In The
Futures Market" by Ulf Jensen, Page 183. This is reverse type of strategies.
The strategy buys at market, if close price is higher than the previous close
during 2 days and the meaning of 9-days Stochastic Slow Oscillator is lower than 50.
The strategy sells at market, if close price is lower than the previous close price
during 2 days and the meaning of 9-days Stochastic Fast Oscillator is higher than 50.
Second strategy
This new indicator analyzes the balance between bullish and
bearish sentiment.
One can cay that it is an improved analogue of Elder Ray indicator.
To get more information please see "Bull And Bear Balance Indicator"
by Vadim Gimelfarb.
WARNING:
- For purpose educate only
- This script to change bars colors.
SMA 50 collectorHello traders
The SMA 50 is known to define a trend. If price is closing above, trend is bullish, if below, trend is bearish.
That's why I like to have all of them on my chart :)
Enjoy
David
24/9 EMA with Bias & SignalsThis is a simple indicator that plots the 24 & 9 EMAs.
It also highlights the potential bias of the market (bull or bear) based on if the 9 EMA is above or below the 24 EMA.
In addition there are signal crosses that you can use for alerts.
This indicator is best used to confirm a particular underlying bias on the 5m, 15M, 1HR, 4HR, and Daily timeframes.
It's important to note on lower timeframes that the bias can be counter trend bias of the overall larger momentum of the instrument you are trading.
For clarity this means that many retraces get going when the 9 crosses the 24. But ultimately the larger timeframe bias will continue after this counter trend retraces.
Combining this indicator with value channels and ATR is what I recommend.
Turbo TriggerSome Words
This indicator is a collaboration between me and Himeyuri, i encourage you to check her profile and follow her www.tradingview.com
Introduction
A lot of indicators include a "trigger" line, it can be a smoothed version of another input, in this case the trigger will generate signals from his crosses with the input. The purpose of this indicator is to provide a fast trigger line to generate earlier signals as well as avoiding some whipsaw.
The Indicator
There are two lines, a bull line (blue) and the trigger (orange) , when the trigger cross over the bull line a buy signal is generated, when the trigger cross under the bull line a sell signal is generated. The trigger is made from the smoothed difference between the bull and bear line.
smooth control the smoothness of the output. The Bull/Bear Mode is an idea proposed by Himeyuri that involve plotting the bear line instead of the trigger.
Bull/Bear Mode, the lines are somewhat asymmetrical from each others.
Conclusion
We have showcased a new indicator who use a really fast trigger line to generate earlier signals, if some are way to earlier you can still increase smooth in order to correct reactivity. I hope you find a use to it.
Thanks for reading !
A big thanks to Himeyuri who is a great student and great pinescripter.
