Bagheri IG EtherThis is a technical trading strategy for Ethereum ( BINANCE:ETHUSDT ). We built and developed it on MetaEditor and optimized it with MetaTrader optimizer.
The main indicators are Donchian Channel, Oscillator of ROC, Bears Power, Balance of Power, and Simple Moving Average (SMA). Default values in the input panel are the best combination of these indicators, but you can change any of them and try it for better results.
Please notice that this strategy has been optimized on the 1-minute chart of Ethereum.
For each position, you can see the Take Profit (TP) and Stop Loss (SL) levels. Also, you can find the values of mentioned TP and SL in points from the input panel of the script.
Attention: The price of Ethereum has 2 decimal places.
Therefore, 3000 points for TP means 30 USDT for trading 1 BINANCE:ETHUSDT .
在腳本中搜尋"roc"
% Divergence of RSIA simple script that plots the difference between the %ROC of price vs the %ROC of RSI, AKA the % of divergence. A simple way to analyze how strong a potential divergence is. Top reversals are above 0, bottom reversals are below. A value of 0 means price and RSI are changing by the same % value. So, if oscillator is moving up as price moves up, it means divergence is increasing. If oscillator moves down as price moves up, it means divergence is decreasing.
Best Currency Strength Indicator By Mahfuz AzimBest Currency Strength Indicator is a visual guide that demonstrates which currencies are currently strong, and which ones are weak.
FX Currency strength indicators include multiple calculation to choose from
1. Relative Strength Index ( RSI )
2. True Strength Index (TSI)
3. Absolute Strength Index (ASI)
4. Linear Regression Slope ( LRS )
5. Rate of Change ( ROC ) and
6. Z-Score
Rate Of Change Bands [CC]The Rate Of Change Bands were created by Vitali Apirine (Stocks and Commodities March 2021 pg 14) and this indicator is a great method to not only check the momentum but also check the trend strength as well. I have color coded the lines so buy when the line turns green and sell when it turns red.
Let me know if there are any other indicators you want me to publish!
ROSI (ROC of RSI)This indicator attempts to assert the strength of a swing in the RSI. Mind you, not the price, just the RSI. A spike in ROSI 1.b indicates that the RSI has switched direction and should continue trending up/down. The RSI, not the Price.
Fractals ROC AlertI am playing William's Fractals and got an idea to calculate each fractal's strength by these rules:
- downFractal. FractalROC = (close - lowest(n+1))/(open【2*n】-lowest(n+1))
- upFractal FractalROC = (highest(n+1)-close)/(highest(n+1)-open【2*n】)
And set up a level to filter small fractals.
Bigger FractalROC, Stronger trend
Volume ROC by Mike SierraRate of change of volume over the past few bars can be a leading indicator to price action
Combo Backtest 123 Reversal & MovROC (KST indicator) 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 indicator really is the KST indicator presented by Martin Pring.
the KST indicator is a weighted summed rate of change oscillator that
is designed to identify meaningful turns. Various smoothed rate of change
indicators can be combined to form different measurements of cycles.
WARNING:
- For purpose educate only
- This script to change bars colors.
True Strength Index (TSI)User request. A tuned version of the built-in True Strength Index (TSI) indicator with the following options included:
TSI - Signal Histogram
TSI/Signal Crossovers
TSI/Signal Ribbon
Bands breakouts highlighting
Zero line crossovers background
[blackcat] L2 Ehlers Fourier Series StrategyLevel: 2
Background
John F. Ehlers introuced Fourier Series Strategy in Jun, 2019.
Function
In “Fourier Series Model Of The Market” in Jun, 2019, John Ehlers introduces a Fourier series indicator designed to help traders identify cycles in the market. According to the author, the approach based on five principles outlined by J.M. Hurst in his 1970 book allows the determinization of a security’s primary cycle period and gives a faithful picture of market activity. It does so by applying a set of band-pass filters. His trading model’s rules are:
## 1. Buy next bar at market open when the FourierSeries(20) has reached a new 200-bar low and then turns up. This is an example of a “self-tuning” model, a concept we’ve been working with recently at Quantacula. Rather than establish an arbitrary oversold level, we use the historical data itself to look for an appropriate reversal level.
## 2. Sell at a limit price equal to the highest two-bar high. We’ve found that this exit works well to capture small gains in markets that are due for an upside move, while reducing exposure.
Key Signal
ROC --> Ehlers Fourier Series Strategy fast line
Trigger --> Ehlers Fourier Series Strategy slow line
Pros and Cons
100% John F. Ehlers definition translation, even variable names are the same. This help readers who would like to use pine to read his book.
NOTE: I did not figure out how to improve this indicator's performance because is not so good as my expectation. Whatever, I just keep it 100% as Ehlers original work to inspire you.
Remarks
The 92th script for Blackcat1402 John F. Ehlers Week publication.
Readme
In real life, I am a prolific inventor. I have successfully applied for more than 60 international and regional patents in the past 12 years. But in the past two years or so, I have tried to transfer my creativity to the development of trading strategies. Tradingview is the ideal platform for me. I am selecting and contributing some of the hundreds of scripts to publish in Tradingview community. Welcome everyone to interact with me to discuss these interesting pine scripts.
The scripts posted are categorized into 5 levels according to my efforts or manhours put into these works.
Level 1 : interesting script snippets or distinctive improvement from classic indicators or strategy. Level 1 scripts can usually appear in more complex indicators as a function module or element.
Level 2 : composite indicator/strategy. By selecting or combining several independent or dependent functions or sub indicators in proper way, the composite script exhibits a resonance phenomenon which can filter out noise or fake trading signal to enhance trading confidence level.
Level 3 : comprehensive indicator/strategy. They are simple trading systems based on my strategies. They are commonly containing several or all of entry signal, close signal, stop loss, take profit, re-entry, risk management, and position sizing techniques. Even some interesting fundamental and mass psychological aspects are incorporated.
Level 4 : script snippets or functions that do not disclose source code. Interesting element that can reveal market laws and work as raw material for indicators and strategies. If you find Level 1~2 scripts are helpful, Level 4 is a private version that took me far more efforts to develop.
Level 5 : indicator/strategy that do not disclose source code. private version of Level 3 script with my accumulated script processing skills or a large number of custom functions. I had a private function library built in past two years. Level 5 scripts use many of them to achieve private trading strategy.
Technical RankHello Traders,
Technical Rank (TR) was authored by John Murphy . Technical Rank shows how a security is performing relative to its peers. Multiple moving averages, rate of change and the Relative Strength Index (RSI) indicators are used to calculate the Technical Rank. These values are mathematically manipulated with percentage factors and then summed together. there are 3 parts, long term, middle term and short term. for Long term part Moving Average with length 200 (30%) and Rate of Change with the length 125 (30%) are used, for middle term part, Moving Average with length 50 (15%) and Rate of Change with the length 20 (15%) are used and for short term part, PPO (5%) and RSI (5%) used.
Technical Rank is created using the following formula and weightings:
Long-Term Indicators (weighting): Percent above/below the 200-day exponential moving average (EMA) (30% weight) and the 125-day rate-of-change (ROC) (30% weight).
Medium-Term Indicators (weighting): Percent above/below 50-day EMA (15%) and the 20-day rate-of-change (15%).
Short-Term Indicators (weighting): Three-day slope of percentage price oscillator histogram divided by three (5%) and the relative strength index (5%).
The scripts calculates Technical Rank for 10 different securities and sorts them by Technical Rank value. A ranking of zero indicates the stock is the weakest in the group technically. A rank of 100 indicates the stock ranks highest in terms of technical performance. An increasing Technical Rank means the stock's price performance is showing strength relative to the group of stock being analyzed. A decreasing Technical Rank shows deteriorating relative price performance. Securities in the top 3-4 will have a technical rank of 70 or higher. You should focus on these relatively strong securities for potential long positions on pullbacks. You can also use the technical rank to avoid weak securities (in the bottom 3-4). I recommend you to check Technical Rank for the securities in multiple time frames.
You can choose the symbols as you want but you should choose the symbols with the same session info. for example only Cryptos, only Stocks, only FX pairs etc. (not mix of them).
Enjoy!
Easy System 420In this strategy, 15 indicators are used, each giving its results as a numerical value, which then is added or subtracted from the total points, gathered from all 15 indicators.
Many thanks to RafaelZioni for his great work making the EasySys1 script which i modified to create this script.
Onchart is drawn some of the indicators, but not all, a info panel is drawn showing the value each indicator has calculated. The info panel can be turned on or off.
Many of the indicator settings can be changed by user, and this is recommended, to tune the strategy to users chosen pair/timeframe.
Therefore any pair or timeframe can be used, the strategy tester results showing possible results, remember to set commission to match your broker. example chart settings here have common crypto exchange commission value: 0.25%
indicator list : SAR + STT + ZigZag + ROC + DMI + CCI + Weis + SMA + AO + MOM + Hist + BB + Ichimoku + HMA
Coppock Curve StrategyThis strategy makes use of a not widely known technical indicator called "Coppock Curve".
The indicator is derived by taking a weighted moving average of the rate-of-change (ROC) of a market index such as the S&P 500 or a trading equivalent such as the S&P 500 SPDR ETF. For more info: (www.investopedia.com)
This strategy uses $SPY Coppock curve as a proxy to generate buy signals on other ETF's and stocks.
Buy signals are generated when the Coppock Curve crosses above zero, and sell signals are generated when it crosses below.
An optional, trailing stop loss is available, with default settings to 100% so that it does not currently affect the buy and sell signals solely generated by the Coppock Curve. But you may find adding a Trailing stop loss may improve results on certain ETF's/Stocks.
You may also change the symbol for which signals are generated for, default is $SPY.
The published example shows using this strategy on a leverage ETF $TQQQ w/ starting capital of 10k, w/ 10k per trade. Try it on other stocks such as $AAPL, $AMZN $NFLX ect... I have found it to be an effective strategy that has a favorable risk to reward profile.
Any questions, please let me know!
Indicator: Raschke Compase [xQT5]This is an indicator from a book "Street Smarts—High Probability Short Term Trading Strategies" by L. Raschke & L.Connors.
I made it in histogram style for more comfortable reading chart:
- green histogram is buy signal or buy opportunity;
- red histogram is sell signal or sell opportunity;
- gray histogram is forward moving from last signal.
Enjoy it!
Weekend Trader Smoothed Rate of Change
Rate of change indicator based on Nick Radge's Weekend Trend Trader Strategy, with an added extra of EMA smoothing if you want it.
This indicator simply turns green when the rate of change is above a certain level (value is set in threshold)
Threshold is defaulted to 30 as outlined in the strategy rules
RSI ROC AverageThis indicator calculates the 14-period EMA of the Slope (Rate of Change) of the RSI.
Super EMA PrismThis script implements the Binary Trade Logic (BTL) algorithm to calculate two distinct scores that range from 0 to 7. One score is calculated assigning a power of 2 weight to the positive sign of 3 Phi^3 distant Moving Average (MA) slopes. The other score is calculated assigning a power of 2 weight to the sign of the difference between the price and the value of 3 Phi^3 distant Moving Average (MA).
For the first score, hereafter called as the angle score (AS), the largest MA slope positive sign receives weight 4, the middle length MA slope positive sign receives weight 2 and the shortest MA slope positive sign receives weight 1. The positive sign of an MA is defined as 1 if the slope of the MA is positive and 0, otherwise. Therefore, for MAs 305, 72 and 17, if slope(MA305) > 0, slope(MA72) < 0 and slope(MA17) > 0, then score will be 4*1 + 2*0 + 1*1 = 5. Up to my knowledge, this score was first proposed by Bo Williams and named by him as Prisma.
For the second score, hereafter called as the value score (VS), if the price > largest MA, it receives weight 4. If the price > the middle length MA, it receives weight 2 and if the price > the the shortest MA, it receives weight 1. Therefore, for MAs 305, 72 and 17, if price < MA305, price > MA72 and price > MA17, then score will be 4*0 + 2*1 + 1*1 = 3. Up to my knowledge, this score was first proposed by Bo Williams and named by him as Prisma.
Both AS and VS are calculated for Phi^3 lengths (610, 144, 34) and for Phi^3/2 lengths (305, 72, 17). The scores of the same kind calculated for each set of length are combined multiplying the Phi^3 length score by 10 and adding with with the Phi^3/2 score, therefore providing a 2 digit score ranging from 0 to 77. For instance, if we have AS(610, 144, 34) = 7 and AS(305, 72, 17) = 5, we have AS=75. At the same time, if we have VS(610, 144, 34) = 6 and VS(305, 72, 17) = 4, we have VS=64.
VS score is plotted by default in black, but it can be on white for dark themes. AS is plotted with the color of the longest MA used.
Chart background is colored according to the range of values for AS and VS, checked in the following order:
if AS >= 13 and VS <= 13 then back color = red
if AS >= 13 or VS <= 13 then back color = orange
if AS >= 64 and VS >= 64 then back color = green
if AS >= 64 or VS >= 64 then back color = blue
otherwise back color = none (white o black)
FX Currency Strength IndicatorFX Currency strength indicator is a visual guide that demonstrates which currencies are currently strong, and which ones are weak.
FX Currency strength indicators include multiple calculation to choose from
1. Relative Strength Index (RSI)
2. True Strength Index (TSI)
3. Absolute Strength Index (ASI)
4. Linear Regression Slope (LRS)
5. Rate of Change (ROC)
6. Z-Score
Three display modes
1. Lines
2. Columns
3. Areas
Custom EMA PrismThis script implements the Binary Logic Trading (BLT) algorithm to calculate a score from 0 to 7. This score is calculated assigning a power of 2 weight to the positive sign of 3 Phi^3 distant EMAs' slopes. The largest EMA slope positive sign receives weight 4, the middle length EMA slope positive sign receives weight 2 and the shortest EMA slope positive sign receives weight 1. The positive sign of an EMA is defined as 1 if the slope of the EMA is positive and 0, otherwise. Therefore, for EMAs 305, 72 and 17, if slope(EMA305) > 0, slope(EMA72) < 0 and slope(EMA17) > 0, then score will be 4*1 + 2*0 + 1*1 = 5. Up to my knowledge, this score was first proposed by Bo Williams and named by him as Prisma.
Due too sampling issues, this script ONLY WORKS with graphic time of 1d. I would like to thanks to MrBitmanBob for showing me how to get quotations from a graphic time distinct from the current one.
This script also gets sampling data from graphic times 2h and 30m to calculate their score. As, even for smaller graphic times, price data is sampled at the current time frequency, the EMA lengths for those smaller graphic times needed to be proportionally decreased, meaning that when calculating the score for 1d with lengths 305, 72 and 17, the score for 2h must be calculated with lengths 72, 17 and 4, and the score for 30m must be calculated with lengths 17, 4 an 1. I understand that some precision may be lost but it is the best that is possible.
There is an optional setting for Crypto Currencies that instead of calculating the score for 1d, 2h and 30m, it calculates the score for 1d, 4h and 60m. This is due to the fact that Crypto Currencies are traded 24x7. Despite of this setting, the labels at the Style tab of the settings window remains 2h and 30m, because they must be constants.
This script with the corresponding EMAs chart and the EMAs Angle chart provides a broader view of the trading scenario.
GMS: % True RangeThis just give the range based in % so it can be easily compared to the past. The default setting gives the % range high to low for the current session.
This is what I originally wanted as a 1 period ATR gives it in price points and ROC only does current close to previous close. With this you can select OHLC for the two prices you want to use as well as length.
I hope it helps!
Andre
Percent Change MtFThis plots the selected resolution's percent change from open to close. Easy way to check the previous period's range with less noise. Note the latest period is calculating on a bar that hasn't closed so it won't update unless you refresh/change timeframes to prevent incorrect reporting.
SMU Binary Decimal CandlesThis script creates a Decimal and Binary representation of the price using ROC. The idea is to simplify the price action into a distance from Zero to upside and downside.
You can see clearly trend develops in the ROC in the decimal view, kind of like MACD but based on raw price action change. I'm' a big fan of raw price action, so my scripts are super simple.
You can also use this script in a binary mode close higher = 1 and lower is -1. I use the binary mode to remove the psychological pressure of watching the stock going against me. I turn off the actual price and only focus on number of reds vs blue. On a Quantum physics level, when I short, I observe /wish for more reds like last night 1% sell-off
The main message form all my scripts is think outside the box, experiment with something crazy that doesn't make sense at first and make it to make sense. I always start with an idea that pops into my head, script with Pine script super simple and then watch it for hours to see what is trying to tell me. I have many work in progress that still doesn't make sense but looks really weird and wonderful. When I figure out what is trying to tell me I publish it