Parabolic SAR + EMA 200 + MACD SignalsParabolic SAR + EMA 200 + MACD Signals Indicator, a powerful tool designed to help traders identify optimal entry points in the market.
This indicator combines three popular technical indicators: Parabolic SAR (Stop and Reverse), EMA200 (Exponential Moving Average 200) and MACD (Moving Average Convergence Divergence) - to provide clear and concise buy and sell signals based on market trends.
The MACD component of this indicator calculates the difference between two exponentially smoothed moving averages, providing insight into the trend strength of the market. The Parabolic SAR component helps identify potential price reversals, while the EMA200 acts as a key level of support and resistance, providing additional confirmation of the overall trend direction.
Whether you're a seasoned trader or just starting out, the MACD-Parabolic SAR-EMA200 Indicator is a must-have tool for anyone looking to improve their trading strategy and maximize profits in today's dynamic markets.
Buy conditions
The price should be above the EMA 200
Parabolic SAR should show an upward trend
MACD Delta should be positive
ُSell conditions
The price should be below the EMA 200
Parabolic SAR should show an downward trend
MACD Delta should be negative
Signal
Reversal Signals [LuxAlgo]The Reversal Signals indicator is a technical analysis tool that aims to identify when a trend is fading and potentially starting to reverse.
As a counter-trend tool, the Reversal Signals indicator aims to solve the problem of several technical analysis indicators that perform well during trending markets but struggle in ranging markets. By understanding the key concepts and applications of the tool, traders can enhance their market timing and improve their trading strategies.
Note: It's important to explore the settings of the indicator to customize to your own usage & display as there are various options available as covered below.
🔶 USAGE
The Reversal Signals indicator is comprised of two main phases: Momentum Phase and Trend Exhaustion Phase . These phases help identify potential trend reversals in bullish, bearish, and ranging markets.
🔹The Momentum Phase
The momentum phase consists of a 9-candle count and in rare cases 8-candle count. In a bullish trend, a starting number ‘1’ is plotted if a candle closes higher than the close of a candle four periods ago. In a bearish trend, a starting number ‘1’ is plotted if a candle closes lower than the close of a candle four periods ago.
The following numbers are plotted when each successive candle satisfies the four-period rule. The potential reversal point comes when the Reversal Signals plot a label on top of a candle in a bullish trend or at the bottom of a candle in a bearish trend. The momentum phase is immediately canceled if, at any point, a candle fails to satisfy the four-period rule.
Based on the extremes of the momentum phase, the Reversal Signals generate support & resistance levels as well as risk/stop levels.
🔹 The Trend Exhaustion Phase
The trend exhaustion phase starts after completing the momentum phase and consists of a 13-candle count. In a bullish trend exhaustion phase, each candle’s close is compared to the close of two candles earlier, and the close must be greater than the close two periods earlier. In a bearish trend exhaustion phase, each candle’s close is compared to the close of two candles earlier, and the close must be lower than the close two periods earlier.
The trend exhaustion phase does not require a consecutive sequence of candles; if the order of candles is interrupted, the trend exhaustion phase is not canceled. The trend exhaustion phase generates stronger trading signals than the momentum phase, with the potential for longer-lasting price reversals.
🔹 Trading Signals
The Reversal Signals script presents an overall setup and some phase-specific trade setup options, where probable trades might be considered. All phase-specific trade setups, presented as options, are triggered once the selected phase is completed and followed by a price flip in the direction of the trade setup.
Please note that those setups are presented for educational purposes only and do not constitutes professional and/or financial advice
- Momentum: Enter a trade at momentum phase completion, and search for buy (sell) when the bullish (bearish) momentum phase pattern is complete. Ideally, the momentum phase completion should close near its support/resistance line but shall not be above them, which indicates continuation of the trend
- Exhaustion: Enter a trade on trend exhaustion phase completion, and search for buy (sell) when the bullish (bearish) trend exhaustion phase is complete
- Qualified: Buy (sell) when a bullish (bearish) trend exhaustion phase combined with another bullish (bearish) momentum phase sequence is complete
Long trade setups are presented with "L" label and short trade setups with "S" label, where the content of the label displays details related to the probable trade opportunity
Once a phase-specific trade setup is triggered then the Reversal Signals script keeps checking the status of the price action relative to the phase-specific trade setups and in case something goes wrong presents a caution label. Pay attention to the content of the caution labels as well as where they appear. A trade signal, followed immediately by a warning indication can be assumed as a continuation of the underlying trend and can be traded in the opposite direction of the suggested signal
It is strongly advised to confirm trading setups in conjunction with other forms of technical and fundamental analysis, including technical indicators, chart/candlestick pattern analysis, etc.
🔶 DETAILS
The Reversal Signals script performs the detection of the phases by counting the candlestick meeting the specific conditions, which includes:
- Detection of the 8th and 9th candle perfection during the momentum phase
- In some cases, the 8th count will be assumed as momentum phase completion
- Trend exhaustion phase counting stops in case any type of momentum phase completion is detected during the counting process
- Postponing the last count of the trend exhaustion phase, the 13th candle must be below/above the 8th candle and if not the candles will be indicated with '+' sign under them and the script continues to search for a 13th candle at the next ones until the conditions are met
🔶 ALERTS
When an alert is configured, the user will have the ability to be notified in case;
Momentum / Trend Exhaustion phase completion
Support & Resistance level cross detection
Stop / Risk level cross detection
Long / Short Trade Setups are triggered
Please note, alerts are available with 'any alert() function call' and the alerts will be received only for the features that are enabled during alert configuration
🔶 SETTINGS
🔹 Momentum Phase
Display Phases: displays the momentum phases, where the Completed option allows the display of only completed momentum phases. The detailed option allows the display of the entire process of the momentum phase processes
Support & Resistance Levels: Toggles the visibility of the Support & Resistance Levels and Line Styling options
Momentum Phase Risk Levels: Toggles the visibility of the momentum phase Stop/Risk Levels and Line Styling options
For color options please refer to the options available under the style tab
🔹 Trend Exhaustion Phase
Display Phases: displays the trend exhaustion phases, where the Completed option allows the display of only completed trend exhaustion phases. The detailed option allows the display of the entire process of the trend exhaustion phase processes
Trend Exhaustion Phase Risk Levels: Toggles the visibility of the trend exhaustion phase Stop/Risk Levels
Trend Exhaustion Phase Target Levels: Toggles the visibility of the trend exhaustion phase Target Levels
For color options please refer to the options available under the style tab
🔹 Trade Setups
Overall Trend Direction & Trade Setup: displays the overall trend and probable trade setup levels, the users should search for a price flip and confirm with other means of technical and fundamental analysis for the trade setups once the label is plotted
Phase-Specific Trade Setup Options
Momentum: Searches for a trade setup after momentum phase completion
Exhaustion: Searches for a trade setup after trend exhaustion phase completion, stronger trend reversal possibility compared to momentum phase setup
Qualified: Searches for a trade setup after the trend exhaustion phase followed by a momentum phase completion
None: No trade setups are presented
Price Flips against the Phase Specific Trade Setups: enables checking the price action relative to the phase-specific trade setups
🔶 RELATED SCRIPTS
Here are the scripts that may add additional insight during potential trading decisions.
Buyside-Sellside-Liquidity
Support-Resistance-Classification
Boftei's StrategyI wrote this strategy about a year ago, but decided to publish it just now. I have not been able to implement this strategy in the market. If you can, then I will be happy for you.
This strategy is based on my "Botvenko Script". (It finds the difference between the logarithms of closing prices from different days.) (Check this script in my profile)
Then the strategy makes trades when the "Botvenko Script" indicator crosses the levels set earlier and manually selected for each currency pair/shares: long/short opening/closing levels, long/short re-entry levels. (They are drawn with horizontal dotted lines.) The names of these lines are: buy/sell level, long/short retry - too low/high, long close up/down, dead - close the short. Manual selection of each of the parameters provides a qualitative entry of the strategy into the deal. However, without restraining mechanisms, the strategy enters into rather controversial deals. In order to avoid going long/short during bear/bull markets, which is unacceptable, I added a fan of EMA lines.
The fan consists of several EMA lines, which are set according to Fibonacci numbers (21, 55, 89, 144). If the lines in the fan are arranged in ascending order (ema_21>ema_55 and ema_55>ema_89 and ema_89>ema_144), then this indicates a bull market, during which I banned shorting. And vice versa: during the bear market (ema_21<ema_55 and ema_55<ema_89 and ema_89<ema_144) I banned long trading. If these two inequalities are not met, then this indicates that the market is flat, and during it it is allowed to enter any transactions, because a flat is a good moment to catch massive movements in the future by entering a transaction. (This is all visualized using semi-transparent thick lines of green, yellow and red colors.)
By default, all parameters are adjusted for the btc/usd (bitstamp) pair. Best of all, the strategy shows itself if 1 candle = 1 day.
At the time of writing, on the pair btcusd (bitstamp) (1d) with pyramiding = 1, the strategy shows a profit of 64728896%. If pyramiding is increased by 1, then the profit will be greater, but I still prefer pyramiding = 1.
There is a possibility that my strategy is doing complete nonsense. I don't vouch for her.
If you select parameters for other pairs of currencies/stocks, then you should not change anything in the fan of lines.
That's all, probably.
DojiCandle body size RSI-SMMA filter MTF
DojiCandle body size RSI-SMMA filter MTF
Hi. I was inspired by a public script written by @ahmedirshad419, .
I thank him for his idea and hard work.
His script is the combination of RSI and Engulfing Pattern.
//------------------------------------------------------------
I decided to tweak it a bit with Open IA.
I have changed:
1) candle pattern to DojiCandle Pattern;
2) I added the ability for the user to change the size of the candlestick body;
3) Added SMMA 200;
4) Changed the colour of SMMA 200 depending on price direction;
5) Added a change in the colour of candlesticks, depending on the colour of the SMMA 200;
6) Added buy and sell signals with indicator name, ticker and close price;
7) Added ability to use indicator on multi time frame.
How it works
1. when RSI > 70 > SMMA 200 and form the bullish DojiCandle Pattern. It gives sell signal
2. when RSI < 30 < SMMA 200 and form the bearish DojiCandle Pattern. It gives buy signal
settings:
basic setting for RSI, SMMA 200 has been enabled in the script to set the levels accordingly to your trades
Enjoy
Signal ViewerThe "Signal Viewer" script is a debugging tool that can be used for the signal of a Signal Indicator script like the "Two MA Signal Indicator" or the "Template Signal Indicator". This script will visualize the signal based on the convention that was defined in the settings. Also, alerts will be produced based on this convention. It's useful to be used before you connect the signal indicator script to a template strategy like the "Template Trailing Strategy" script. You can cross-validate the correctness of the signal that the indicators emit and make sure it is aligned with the expected behavior after the decomposition of the signal using the convention described in the settings. Please make sure that the connection in the "Signal Viewer" script matches the convention used by the template strategy script.
Daily Number/Trend Reversal IndicatorIndicator identifies potential price trend exhaustion.
Compares this period against the 4th prior period for the condition.
9 periods (or more) with the same condition is an indicator that the trend is ending soon.
SignalBuilderSignalBuilder
Utility for building a collection of signal values. Provides a default view for displaying signals.
Simplified API for aggregating signal values.
Flexible for use with indicators and strategies.
See the demo section for an example.
TurntLibraryLibrary "TurntLibrary"
Collection of functions created for simplification/easy referencing. Includes variations of moving averages, length value oscillators, and a few other simple functions based upon HH/LL values.
ma(source, length, type)
Apply a moving average to a float value
Parameters:
source : Value to be used
length : Number of bars to include in calculation
type : Moving average type to use ("SMA","EMA","RMA","WMA","VWAP","SWMA","LRC")
Returns: Smoothed value of initial float value
curve(src, len, lb1, lb2)
Exaggerates curves of a float value designed for use as an exit signal.
Parameters:
src : Initial value to curve
len : Number of bars to include in calculation
lb1 : (Default = 1) First lookback length
lb2 : (Default = 2) Second lookback length
Returns: Curved Average
fragma(src, len, space, str)
Average of a moving average and the previous value of the moving average
Parameters:
src : Initial float value to use
len : Number of bars to include in calculation
space : Lookback integer for second half of average
str : Moving average type to use ("SMA","EMA","RMA","WMA","VWAP","SWMA","LRC")
Returns: Fragmented Average
maxmin(x, y)
Difference of 2 float values, subtracting the lowest from the highest
Parameters:
x : Value 1
y : Value 2
Returns: The +Difference between 2 float values
oscLen(val, type)
Variable Length using a oscillator value and a corresponding slope shape ("Incline",Decline","Peak","Trough")
Parameters:
val : Oscillator Value to use
type : Slope of length curve ("Incline",Decline","Peak","Trough")
Returns: Variable Length Integer
hlAverage(val, smooth, max, min, type, include)
Average of HH,LL with variable lengths based on the slope shape ("Incline","Decline","Trough") value relative to highest and lowest
Parameters:
val : Source Value to use
smooth
max
min
type
include : Add "val" to the averaging process, instead of more weight to highest or lowest value
Returns: Variable Length Average of Highest Lowest "val"
pct(val)
Convert a positive float / price to a percentage of it's highest value on record
Parameters:
val : Value To convert to a percentage of it's highest value ever
Returns: Percentage
hlrange(x, len)
Difference between Highest High and Lowest Low of float value
Parameters:
x : Value to use in calculation
len : Number of bars to include in calculation
Returns: Difference
midpoint(x, len, smooth)
The average value of the float's Highest High and Lowest Low in a number of bars
Parameters:
x : Value to use in calculation
len
smooth : (Default=na) Optional smoothing type to use ("SMA","EMA","RMA","WMA","VWAP","SWMA","LRC")
Returns: Midpoint
Signal AnalyzerThis library contains functions that try to analyze trading signals performance.
Like the % of average returns after a long or short signal is provided or the number of times that signal was correct, in the inmediate 2 candles after the signal.
Band of Filtered RS by Mustafa ÖZVERBand of Filtered RS by Mustafa ÖZVER
This code shows a range (max-min values) price may get if we get strong movements. These values is based on RSI (Relative Strange Index). And also these are calculated using RSI, if we get trades to make rsi is equal to 25 (or rsi down limit) or 75 (rsi up limit) or any value you set, how much will price value get? This code calculate these and shows these to you on graph.
This price are between these band limits because we expect cross reaction to hard movements on price.
For scalping, we can use these values as
long signal when price under down limit,
short signal when price over up limit,
But only these values can not guarantee good results for trading. BE CAREFUL
HeikinAshi / MS-Signal (HA-MS)Hello?
Traders, welcome.
If you "Follow", you can always get new information quickly.
Please also click "Boost".
Have a good day.
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I would like to take the time to explain the indicators needed for trading among the two indicator formulas previously disclosed.
The HA-MS indicator is an indicator created using the Heikin Ashi formula and the MACD formula.
Therefore, the reliability of the indicator is considered to be high.
If you want a comprehensive indicator, you can share the chart being published as an idea and use the MRHAB-T indicator.
The shared indicators can be used without any restrictions if you are a paid member of TradingView.
(Free members have many restrictions on sharing charts.)
The MS-Signal indicator using MACD is an indicator composed of M-Signal and S-Signal lines.
I made it possible to display the M-Signal line of the 1D, 1W, and 1M charts separately so that the trend can be checked on other timeframe charts.
Therefore, by looking at the 15m chart or 1h chart to check the overall trend when trading, we prevented getting caught up in temporary volatility, that is, a whipsaw, and made this M-Signal line to be used as support and resistance.
If you touch these M-Signal lines when a surge or plunge occurs, it means that there is a high possibility of indicating support or resistance.
If the 5EMA line on the 1D chart rises above the 5EMA line enough to be called a soaring moving average, it means that there is a high possibility of a sudden movement.
Therefore, the 5EMA line of the 1D chart is displayed separately so that it can be checked in time frames other than 1D (15m, 1h charts, etc.).
This 5EMA line can also be used as support and resistance like the M-Signal line of the 1D, 1W, and 1M charts described above.
The MS-Signal indicator is for viewing trends.
So, if the price stays above the MS-Signal indicator and the MS-Signal indicator turns into a bullish sign, it means that the uptrend is likely to continue.
Conversely, if the price stays below the MS-Signal indicator and the MS-Signal indicator turns to a bearish sign, then the downtrend is likely to continue.
Therefore, even if it temporarily rises above the MS-Signal indicator, it cannot be said that it will show an uptrend unless it is converted to an uptrend.
So, when the price surges and rises above the MS-Signal indicator, it is important to hold the price until the MS-Signal indicator turns into an uptrend.
If the HA-Low line or HA-High line is passing through these movements, you should respond by looking at whether you are supported or resisted on these lines.
The HA-Low line and the HA-High line are lines created for trading using Heikin Ashi candles.
Therefore, it can be interpreted that if it is supported by the HA-Low or HA-High line, it is highly likely to show an uptrend.
However, since the HA-Low and HA-High lines are calculated together with the RSI indicator, they are displayed on the chart as interactions.
The HA-Low line is a line created near the low point,
The HA-High line is a line created near the high point.
Therefore, if it shows support at the HA-Low line, it is time to buy.
And, if the price rises and rises above the HA-High line, it is likely to show a sharp movement.
Because of this movement, the HA-Low line is called the buy line, and the HA-High line is called the soaring line.
Since the HA-High line is a soaring line, if it is resisted by the HA-High line, it also means that there is a high possibility of a sharp decline.
If you see support at the HA-High line, you can buy it, but as I said, it is a sharp rise line, so you have to respond from a short-term perspective.
The Heikin Ashi body indicator is significant as it marks the first trend reversal.
So, you can see the first reversal move, either when the price first makes a move from a downtrend to an uptrend, or when the price first makes a move from an uptrend to a downtrend.
For example, if the price is in a downtrend and stops falling and moves sideways or rises slightly, the Heikin Ashi body indicator is likely to turn into an uptrend.
If this turns into a bullish sign, aggressive buying is possible.
However, since there is a high possibility that it will not rise higher and fall immediately, it is better to think of a trading strategy when it shows support by rising above the 5EMA line, HA-Low line, and MS-Signal indicator.
Let's assume that from an uptrend in price, the Heikin Ashi body indicator turns to a downtrend.
Then, if you touch the 5EMA line, the HA-High line, and the MS_Signal indicator, I think you can buy some time to think about a selling strategy.
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It doesn't matter how you trade and what tools you use.
What matters is whether you can create a trading strategy.
We tend to spend more time on analysis like chart analysis, economic analysis.
Also, many analytical techniques are studied to do this kind of analysis.
I have spent a lot of time studying various analysis techniques and putting a lot of effort into using them in trading.
However, I realized that acquiring all of these things did not make me a good trader.
The indicators released today also do not mean much in reality.
It merely provides minimal information for creating a trading strategy.
I think it is better to put aside the idea of investing a lot of time in chart analysis and economic analysis and proceeding with trading.
Instead, I recommend spending a lot of time thinking about how to buy at the point or section you are trading, how to sell if the price rises, and how to stop loss if the price falls.
Quickly learn that learning difficult analytical techniques doesn't make you profitable on your trades.
I hope you understand.
An analytical technique or tool that allows you to earn a steady income is the best technique.
Creating a trading strategy is not difficult.
It's just that it feels difficult because I haven't organized my thoughts until now.
trading strategy
1. Investment period
2. Investment scale
3. Trading method and profit realization method
You just need to think in order and then start trading.
The most important thing in this trading strategy is the investment period.
The most important thing is whether to trade the coin (token) you want to trade by investing for a period such as the same day, short term, mid term, or long term.
This is because even though this first button is not connected properly, the following fund management and trading methods are all wrong.
I hope the day will come soon when you can play with the movement of the chart and get away from wrestling with the chart.
thank you.
---------------------------------
Davin's 10/200MA Pullback on SPY Strategy v2.0Strategy:
Using 10 and 200 Simple moving averages, we capitalize on price pullbacks on a general uptrend to scalp 1 - 5% rebounds. 200 MA is used as a general indicator for bullish sentiment, 10 MA is used to identify pullbacks in the short term for buy entries.
An optional bonus: market crash of 20% from 52 days high is regarded as a buy the dip signal.
An optional bonus: can choose to exit on MA crossovers using 200 MA as reference MA (etc. Hard stop on 50 cross 200)
Recommended Ticker: SPY 1D (I have so far tested on SPY and other big indexes only, other stocks appear to be too volatile to use the same short period SMA parameters effectively) + AAPL 4H
How it works:
Buy condition is when:
- Price closes above 200 SMA
- Price closes below 10 SMA
- Price dumps at least 20% (additional bonus contrarian buy the dip option)
Entry is on the next opening market day the day after the buy condition candle was fulfilled.
Sell Condition is when:
- Prices closes below 10 SMA
- Hard stop at 15% drawdown from entry price (adjustable parameter)
- Hard stop at medium term and long term MA crossovers (adjustable parameters)
So far this strategy has been pretty effective for me, feel free to try it out and let me know in the comments how you found :)
Feel free to suggest new strategy ideas for discussion and indicator building
Candlestick Pattern Criteria and Analysis Indicator█ OVERVIEW
Define, then locate the presence of a candle that fits a specific criteria. Run a basic calculation on what happens after such a candle occurs.
Here, I’m not giving you an edge, but I’m giving you a clear way to find one.
IMPORTANT NOTE: PLEASE READ:
THE INDICATOR WILL ALWAYS INITIALLY LOAD WITH A RUNTIME ERROR. WHEN INITIALLY LOADED THERE NO CRITERIA SELECTED.
If you do not select a criteria or run a search for a criteria that doesn’t exist, you will get a runtime error. If you want to force the chart to load anyway, enable the debug panel at the bottom of the settings menu.
Who this is for:
- People who want to engage in TradingView for tedious and challenging data analysis related to candlestick measurement and occurrence rate and signal bar relationships with subsequent bars. People who don’t know but want to figure out what a strong bullish bar or a strong bearish bar is.
Who this is not for:
- People who want to be told by an indicator what is good or bad or buy or sell. Also, not for people that don’t have any clear idea on what they think is a strong bullish bar or a strong bearish bar and aren’t willing to put in the work.
Recommendation: Use on the candle resolution that accurately reflects your typical holding period. If you typically hold a trade for 3 weeks, use 3W candles. If you hold a trade for 3 minutes, use 3m candles.
Tldr; Read the tool tips and everything above this line. Let me know any issues that arise or questions you have.
█ CONCEPTS
Many trading styles indicate that a certain candle construct implies a bearish or bullish future for price. That said, it is also common to add to that idea that the context matters. Of course, this is how you end up with all manner of candlestick patterns accounting for thousands of pages of literature. No matter the context though, we can distill a discretionary trader's decision to take a trade based on one very basic premise: “A trader decides to take a trade on the basis of the rightmost candle's construction and what he/she believes that candle construct implies about the future price.” This indicator vets that trader’s theory in the most basic way possible. It finds the instances of any candle construction and takes a look at what happens on the next bar. This current bar is our “Signal Bar.”
█ GUIDE
I said that we vet the theory in the most basic way possible. But, in truth, this indicator is very complex as a result of there being thousands of ways to define a ‘strong’ candle. And you get to define things on a very granular level with this indicator.
Features:
1. Candle Highlighting
When the user’s criteria is met, the candle is highlighted on the chart.
The following candle is highlighted based on whether it breaks out, breaks down, or is an inside bar.
2. User-Defined Criteria
Criteria that you define include:
Candle Type: Bull bars, Bear bars, or both
Candle Attributes
Average Size based on Standard Deviation or Average of all potential bars in price history
Search within a specific price range
Search within a specific time range
Clarify time range using defined sessions and with or without weekends
3. Strike Lines on Candle
Often you want to know how price reacts when it gets back to a certain candle. Also it might be true that candle types cluster in a price region. This can be identified visually by adding lines that extend right on candles that fit the criteria.
4. User-Defined Context
Labeled “Alternative Criteria,” this facet of the script allows the user to take the context provided from another indicator and import it into the indicator to use as a overriding criteria. To account for the fact that the external indicator must be imported as a float value, true (criteria of external indicator is met) must be imported as 1 and false (criteria of external indicator is not met) as 0. Basically a binary Boolean. This can be used to create context, such as in the case of a traditional fractal, or can be used to pair with other signals.
If you know how to code in Pinescript, you can save a copy and simply add your own code to the section indicated in the code and set your bull and bear variables accordingly and the code should compile just fine with no further editing needed.
Included with the script to maximize out-of-the-box functionality, there is preloaded as alternative criteria a code snippet. The criteria is met on the bull side when the current candle close breaks out above the prior candle high. The bear criteria is met when the close breaks below the prior candle. When Alternate Criteria is run by itself, this is the only criteria set and bars are highlighted when it is true. You can qualify these candles by adding additional attributes that you think would fit well.
Using Alternative Criteria, you are essentially setting a filter for the rest of the criteria.
5. Extensive Read Out in the Data Window (right side bar pop out window).
As you can see in the thumbnail, there is pasted a copy of the Data Window Dialogue. I am doubtful I can get the thumbnail to load up perfectly aligned. Its hard to get all these data points in here. It may be better suited for a table at this point. Let me know what you think.
The primary, but not exclusive, purpose of what is in the Data Window is to talk about how often your criteria happens and what happens on the next bar. There are a lot of pieces to this.
Red = Values pertaining to the size of the current bar only
Blue = Values pertaining or related to the total number of signals
Green = Values pertaining to the signal bars themselves, including their measurements
Purple = Values pertaining to bullish bars that happen after the signal bar
Fuchsia = Values pertaining to bearish bars that happen after the signal bar
Lime = Last four rows which are your percentage occurrence vs total signals percentages
The best way I can explain how to understand parts you don’t understand otherwise in the data window is search the title of the row in the code using ‘ctrl+f’ and look at it and see if it makes more sense.
█ [b}Available Candle Attributes
Candle attributes can be used in any combination. They include:
[*}Bodies
[*}High/Low Range
[*}Upper Wick
[*}Lower Wick
[*}Average Size
[*}Alternative Criteria
Criteria will evaluate each attribute independently. If none is set for a particular attribute it is bypassed.
Criteria Quantity can be in Ticks, Points, or Percentage. For percentage keep in mind if using anything involving the candle range will not work well with percentage.
Criteria Operators are “Greater Than,” “Less Than,” and “Threshold.” Threshold means within a range of two numbers.
█ Problems with this methodology and opportunities for future development:
#1 This kind of work is hard.
If you know what you’re doing you might be able to find success changing out the inputs for loops and logging results in arrays or matrices, but to manually go through and test various criteria is a lot of work. However, it is rewarding. At the time of publication in early Oct 2022, you will quickly find that you get MUCH more follow through on bear bars than bull bars. That should be obvious because we’re in the middle of a bear market, but you can still work with the parameters and contextual inputs to determine what maximizes your probability. I’ve found configurations that yield 70% probability across the full series of bars. That’s an edge. That means that 70% of the time, when this criteria is met, the next bar puts you in profit.
#2 The script is VERY heavy.
Takes an eternity to load. But, give it a break, it’s doing a heck of a lot! There is 10 unique arrays in here and a loop that is a bit heavy but gives us the debug window.
#3 If you don’t have a clear idea its hard to know where to start.
There are a lot of levers to pull on in this script. Knowing which ones are useful and meaningful is very challenging. Combine that with long load times… its not great.
#4 Your brain is the only thing that can optimize your results because the criteria come from your mind.
Machine learning would be much more useful here, but for now, you are the machine. Learn.
#5 You can’t save your settings.
So, when you find a good combo, you’ll have to write it down elsewhere for future reference. It would be nice if we could save templates on custom indicators like we can on some of the built in drawing tools, but I’ve had no success in that. So, I recommend screenshotting your settings and saving them in Notion.so or some other solid record keeping database. Then you can go back and retrieve those settings.
#6 no way to export these results into conditions that can be copy/pasted into another script.
Copy/Paste of labels or tables would be the best feature ever at this point. Because you could take the criteria and put it in a label, copy it and drop it into another strategy script or something. But… men can dream.
█ Opportunities to PineCoders Learn:
1. In this script I’m importing libraries, showing some of my libraries functionality. Hopefully that gives you some ideas on how to use them too.
The price displacement library (which I love!)
Creative and conventional ways of using debug()
how to display arrays and matrices on charts
I didn’t call in the library that holds the backtesting function. But, also demonstrating, you can always pull the library up and just copy/paste the function out of there and into your script. That’s fine to do a lot of the time.
2. I am using REALLY complicated logic in this script (at least for me). I included extensive descriptions of this ? : logic in the text of the script. I also did my best to bracket () my logic groups to demonstrate how they fit together, both for you and my future self.
3. The breakout, built-in, “alternative criteria” is actually a small bit of genius built in there if you want to take the time to understand that block of code and think about some of the larger implications of the method deployed.
As always, a big thank you to TradingView and the Pinescript community, the Pinescript pros who have mentored me, and all of you who I am privileged to help in their Pinescripting journey.
"Those who stay will become champions" - Bo Schembechler
Signal Moving Average [LuxAlgo]The following script returns a moving average designed to be used as a signal line in a moving average crossover system. The moving average will diverge from the price during ranging markets and reach the value of a regular moving average during trending markets.
Settings
Length: Moving average period
Src: Source input of the indicator
Usage
Moving average crossover strategies often rely on a "signal" line, a slower moving average used to determine a general trend. This signal line is paired with a faster moving average to filter out potential whipsaw trades that would have been given from crosses between the regular price and the signal line.
The proposed indicator will avoid crossing the price by diverging from it during more ranging periods, thus effectively reducing the number of crosses produced between the price and the signal line.
The color of the area between the price and the signal line is determined by the position of the price relative to the signal line, with a green color indicator a price superior to the signal line.
The color of the signal line, however, is taking into account whether market is trending or ranging, only changing once the market is trending.
The chart above shows the cumulated number of crosses between the price and the signal line (green) and a regular simple moving average of the same period (red) on AMD 15m, a lowered number of crosses can effectively reduce the impact of frictional costs introduced by whipsaw trades.
Tutporial Pedia (Signal buy & Sell)Untuk mempermudah kita dalam bermain dan memahami Signal Trade View Rate 98 %
VIPThis indicator is using the modified "SSS".
This strategy uses combined indicators to create LONG entry points, the strategy was first found by saudALThaidy.
How to use: Open your asset and pick a timeframe between 5min and 2hours (recommended: 30min, 45min), the strategy will give entry points itself, you can monitor and take profit manually(recommended), or you can use the exit setup.
exit setup:
Take Profit : close the trade and take profit after the specified percentage from the entry point gets hit.
Use Stop Percentage : if false, trade will be closed if it gets below MA line, if true it will use the next set up.
StopLose Percentage : specify a percentage to close the trade if the asset price goes below it.
Important Notes:
As saudALThaidy states that the strategy must be used with -heiken ashi- candles for the best result.
for best use of the strategy, use (Take Profit = 1,Use Stop Percentage=false) to get every trade, and take profit manually when ever you see the best.
For any notes on the strategy to be edited, or for another strategies ideas please comment.
Squeeze Momentum Indicator [LazyBear] added Alerting + webhookA modified version of Squeeze Momentum Indicator visualizing on Price Chart.
author: @LazyBear, modified by @KivancOzbilgic, and by @dgtrd
I took in all of the information as the script below is based on the V2 Script that @LazyBear posted and then added Alerting based on the math and the conditions that @dgtrd added.
Per the description here:
The Squeeze Indicator measures the relationship between Bollinger Bands and Keltner's Channels to help identify consolidations and signal when prices are likely to break out (whether up or down).
The Squeeze Indicator finds sections of the Bollinger Bands which fall inside the Keltner's Channels, and in this case, the market is said to be in a squeeze (indicator turns off, displayed with grey diamond shapes in this study).
When the volatility increases, so does the distance between the bands. Conversely, when the volatility declines, the distance also decreases, and in such cases, the squeeze is said to be released (indicator turns on, displayed with triangle up or triangle down shapes)
Taking the above information and what was in the script was able to base the alert conditions:
So when the condition:
Squeeze On or No Squeeze = In Squeeze
Squeeze Off = Squeeze Release Long or Squeeze Release Long based off conditions.
There are 2 separate alert Types.
1. App, Pop-up, eMail, play sound and Send email to SMS
2. It Is dedicated to Webhook for your various applications.
Alerting Options
i.imgur.com
App Notification
i.imgur.com
i.imgur.com
Webhook test into Discord
i.imgur.com
Multi Type RSI [Misu]█ This Indicator is based on RSI ( Relative Strength Index ) & multiple type of MA (Moving Average) to show different variations of RSI.
The relative strength index (RSI) is a momentum indicator used in technical analysis to evaluate overvalued or undervalued conditions in the price of that security.
█ Usages:
The purpose of this indicator is to obtain the RSI calculated with different MAs modes instead of the classic RMA.
The red and green zones indicate the oversold and overbought zones.
Buy or sell signals are marked by the green and red circles
We have 2 different signal modes : when the different size RSIs cross and when the fast RSI crosses the extreme bands.
Alerts are setup.
█ Parameters:
Lenght RSI: The lenght of the RSI. (14 by default)
RSI MA Type: The type of MA with which the rsi will be calculated. ("SMA", "EMA", "SMMA (RMA)", "WMA", "VWMA")
Fast Lenght MA: The fast lenght smoothing MA.
Slow Lenght MA: The Slow lenght smoothing MA.
Lower Band: The lenght of the lower band. (25 by default)
Upper Band: The lenght of the upper band. (75 by default)
Signal Type: The mode with which buy and sell signals are triggered. ("Cross 2 Mas", "Cross Ma/Bands")
Hodrick-Prescott MACD [Loxx]Hodrick-Prescott MACD is a MACD indicator using a Hodrick-Prescott Filter.
What is Hodrick–Prescott filter?
The Hodrick–Prescott filter (also known as Hodrick–Prescott decomposition) is a mathematical tool used in macroeconomics, especially in real business cycle theory, to remove the cyclical component of a time series from raw data. It is used to obtain a smoothed-curve representation of a time series, one that is more sensitive to long-term than to short-term fluctuations. The adjustment of the sensitivity of the trend to short-term fluctuations is achieved by modifying a multiplier Lambda.
The filter was popularized in the field of economics in the 1990s by economists Robert J. Hodrick and Nobel Memorial Prize winner Edward C. Prescott, though it was first proposed much earlier by E. T. Whittaker in 1923.
There are some drawbacks to use the HP filter than you can read here: en.wikipedia.org
Included
Bar coloring
3 types of signals
Alerts
Loxx's Expanded Source Types
MACD + RSI with Trade SignalsThis indicator by default comes with the MACD shown but can be switched to show the RSI instead. Settings for each indicator can also be customized as well as Buy/Sell signals given based on pull back crossovers that follow the 200 EMA of the price Chart. There's an above/below middle fill option you can use but I tend not to but I know some traders like to see when an oscillator is above/below the middle and use it as a trend diretion. By the way, the fourth setting for the MACD (which is 2 by default) is the size of the histogram.
Buy Signal = Price is above the 200 EMA. Current or previous MACD or RSI line is/was below middle line and now crossed above the signal line.
Sell Signal = Price is below the 200 EMA. Current or previous MACD or RSI line is/was above middle line and now crossed below the signal line.
There are alerts for each signal as well (MACD and RSI, both buy and sell).
Feel free to leave a comment regarding issues or suggestions for this indicator or ideas for the next one I should do :)
Adaptive ATR Keltner Channels [Loxx]Adaptive ATR Channels are adaptive Keltner channels. ATR is calculated using a rolling signal-to-noise ratio making this indicator flex more to changes in price volatility than the fixed Keltner Channels.
What is Average True Range (ATR)?
The average true range (ATR) is a technical analysis indicator, introduced by market technician J. Welles Wilder Jr. in his book New Concepts in Technical Trading Systems, that measures market volatility by decomposing the entire range of an asset price for that period.1
The true range is taken as the greatest of the following: current high less the current low; the absolute value of the current high less the previous close; and the absolute value of the current low less the previous close. The ATR is then a moving average, generally using 14 days, of the true ranges.
What are Keltner Channel (ATR)?
Keltner Channels are volatility-based bands that are placed on either side of an asset's price and can aid in determining the direction of a trend.
The Keltner channel uses the average-true range (ATR) or volatility, with breaks above or below the top and bottom barriers signaling a continuation.
No-lose trading targets (Based on MFI) By Mustafa ÖZVERThis code shows expected reaction target prices after sudden moving based on MFI . Red area means the price is on overbought area, green area means the price is on oversold area. If you see red area under price, you can make short option to next to the horizontal beginning price of red area. If you see green area over price, you can make long option to next to the horizontal beginning price of green area.
When this code works
- The green area starts where mfi value is on oversold
- The red area starts where mfi value is on overbought
Of course, this code may be failed, do not forget the target may never come. But hopefully price will cross over the target.
And you (as developers) can develop this code by using anything instead of mfi to get up-down target prices.
But only this values can not guarantee good results for trading. BE CAREFUL
Wolf EMA & OHL & SIGNALSWolf EMA & OHL & SIGNALS
this indicator is mainly used for fast trading techniques (scalping). provides various tools for comprehensive trend analysis.
5 EMAs are used to have possible market entry or exit signals.
EMA
Thanks to the combination of the EMAs of different timeframes,
you can immediately get an idea of the resistances or supports
of the higher timeframes.
HOL
Lines are drawn on the right side indicating the maximum, minimum and opening
of the day, past day, week and past week respectively.
These levels are excellent as price acceleration points.
SIGNALS
There are three types of signals that are monitored by this indicator:
- Shimano
This signal is generated if the price remains compressed between two EMAs, more precisely between the third and the fifth, at the point where the price breaks one of these EMAs there can be a strong price movement.
- Viagra
This signal is generated if the price remains below the second EMA for a long time without ever closing above / below, at the point where it closes by climbing over the EMA there may be a change in trend.
-Bud
This signal is generated if a positive candle is formed and subsequently at least two that close within the high and low of the positive candle. Where the price breaks through the high of the positive candle is a great entry point.
