Linear Regression Channel / Curve / Slope by DGTTʜᴇ Lɪɴᴇᴀʀ Rᴇɢʀᴇꜱꜱɪᴏɴ Cʜᴀɴɴᴇʟꜱ
Linear Regression Channels are useful measure for technical and quantitative analysis in financial markets that help identifying trends and trend direction. The use of standard deviation gives traders ideas as to when prices are becoming overbought or oversold relative to the long term trend
The basis of a linear regression channel
Linear Regression Line – is a line drawn according to the least-squares statistical technique which produces a best-fit line that cuts through the middle of price action, a line that best fits all the data points of interest. The resulting fitted model can be used to summarize the data, to predict unobserved values from the same system. Linear Regression Line then present basis for the channel calculations
The linear regression channel
2. Upper Channel Line – A line that runs parallel to the Linear Regression Line and is usually one to two standard deviations above the Linear Regression Line.
3. Lower Channel Line – This line runs parallel to the Linear Regression Line and is usually one to two standard deviations below the Linear Regression Line.
Unlike Fibonacci Channels and Andrew’s Pitchfork, Linear Regression Channels are calculated using statistical methods, both for the regression line (as expressed above) and deviation channels. Upper and Lower channel lines are presenting the idea of bell curve method, also known as a normal distribution and are calculated using standard deviation function.
A standard deviation include 68% of the data points, two standard deviations include approximately 95% of the data points and any data point that appears outside two standard deviations is very rare.
It is often assumed that the data points will move back toward the average, or regress and channels would allow us to see when a security is overbought or oversold and ready to revert to the mean
please note : Over time, the price will move up and down, and the linear regression channel will experience changes as old prices fall off and new prices appear
█ Linear Regression Study Features
Linear Regression Channel
- Linear regression line as basis
- Customizable multiple channels based on Standard Deviation
- ALERTs for the channel levels
Linear Regression Curve
- Linear regression curve as basis
- Optional : Bands based on Standard Deviation or Volatility (ATR). Bands are applied with fixed levels 1, 2 and 3 times StdDev or ATR away from the curve
Linear Regression Slope
- Optional : Up/Down slope arrows for a used defined period
█ Volume / Volatility Add-Ons
High Volatile Bar Indication
Volume Spike Bar Indication
Volume Weighted Colored Bars
Wsparcie i Opór
(IK) Base Break BuyThis strategy first calculates areas of support (bases), and then enters trades if that support is broken. The idea is to profit off of retracement. Dollar-cost-averaging safety orders are key here. This strategy takes into account a .1% commission, and tests are done with an initial capital of 100.00 USD. This only goes long.
The strategy is highly customizable. I've set the default values to suit ETH/USD 15m. If you're trading this on another ticker or timeframe, make sure to play around with the settings. There is an explanation of each input in the script comments. I found this to be profitable across most 'common sense' values for settings, but tweaking led to some pretty promising results. I leaned more towards high risk/high trade volume.
Always remember though: historical performance is no guarantee of future behavior . Keep settings within your personal risk tolerance, even if it promises better profit. Anyone can write a 100% profitable script if they assume price always eventually goes up.
Check the script comments for more details, but, briefly, you can customize:
-How many bases to keep track of at once
-How those bases are calculated
-What defines a 'base break'
-Order amounts
-Safety order count
-Stop loss
Here's the basic algorithm:
-Identify support.
--Have previous candles found bottoms in the same area of the current candle bottom?
--Is this support unique enough from other areas of support?
-Determine if support is broken.
--Has the price crossed under support quickly and with certainty?
-Enter trade with a percentage of initial capital.
-Execute safety orders if price continues to drop.
-Exit trade at profit target or stop loss.
Take profit is dynamic and calculated on order entry. The bigger the 'break', the higher your take profit percentage. This target percentage is based on average position size, so as safety orders are filled, and average position size comes down, the target profit becomes easier to reach.
Stop loss can be calculated one of two ways, either a static level based on initial entry, or a dynamic level based on average position size. If you use the latter (default), be aware, your real losses will be greater than your stated stop loss percentage . For example:
-stop loss = 15%, capital = 100.00, safety order threshold = 10%
-you buy $50 worth of shares at $1 - price average is $1
-you safety $25 worth of shares at $0.9 - price average is $0.966
-you safety $25 worth of shares at $0.8. - price average is $0.925
-you get stopped out at 0.925 * (1-.15) = $0.78625, and you're left with $78.62.
This is a realized loss of ~21.4% with a stop loss set to 15%. The larger your safety order threshold, the larger your real loss in comparison to your stop loss percentage, and vice versa.
Indicator plots show the calculated bases in white. The closest base below price is yellow. If that base is broken, it turns purple. Once a trade is entered, profit target is shown in silver and stop loss in red.
RK's 18 ∴ All Sources Auto Support and Resistance IndicatorThis indicator will do a logarithmic base round in any of traditional Trading View Sources to get the Support and Resistance values, then will draw lines in the most repeated prices levels.
Higher values in "Precision Digit" input will make it more precise.
Gann Circle Swing LevelsThis indicator is based on W. D. Gann's Square of 9 Chart and can be interpreted as the Gann Circle / Gann Wheel / 360 Degree Circle Chart or Square of the Circle Chart.
Spiral arrangement of numbers on the Square of 9 chart creates a very unique square root relationship amongst the numbers on the chart. If you take any number on the Square of 9 chart, take the square root of the number, then add 2 to the root and re-square it, resulting in one full 360 degree cycle (i.e. a 360 degree Circle) out from the center of the chart.
For example,
the square root of 121 = 11,
11 + 2 = 13,
and the square of 13 = 169
The number 169 is one full 360 degree cycle out (with reference to 121) from the center of the Square of 9 chart.
Similarly, if you take any number on the Square of 9 chart, take the square root of the number, then subtract 2 from the root and re-square it, resulting in one full 360 degree inward rotation towards the center of the chart.
For example,
the square root of 565 = 23.77,
23.77 - 2 = 21.77,
and the square of 21.77 = 473.93 (approximately equal to 474, which is directly below 565 on the Square of 9 chart)
The number 474 is one full 360 degree inward rotation (with reference to 565) towards the center of the chart.
How to Use this Indicator ?
This indicator is useful for finding coordinate squares on the Gann Circle that are making hard aspects to a previous position (such as a significant top or bottom) on the circle.
Input :
Swing Point (Significant price point, such as a top or a bottom)
Low / High ? (Is it a bottom or a top)
Number of Gann Levels (Number of Gann Cycles to be projected)
Output :
Gann Support or Resistance Levels (color coded as follows) :
Swing High or Swing Low (BLUE)
Support levels calculated with reference to the Swing High (RED)
Resistance levels calculated with reference to the Swing Low (LIME)
FirstBarRangeFirstBarRange study displays lines for the high and low of the first bar/candle of the trading day, along with shaded areas for the range on top of the first bar high and below the first bar low.
This study is very useful for intraday traders to see when stocks trade above the first bar high, it shows strength, and many times the high of the first bar is also good support.
On the contrary, below the first bar high tends to be good area of weakness and many times it becomes a good resistance level.
Many times when the stock trades inside the first bar range, price will be choppy and range bound.
Improved simple RSI Buy/Sell at a level (SL/TP)Improved Simple Strategy based on RSI, using overbought or oversold levels.
Backtest: ETHPERP (FTX) - 30m
Set STOP LOSS and GET PROFIT as a percentage (2% and 10% by default).
If strategy.position_size != 0 algorithm convert percentages into points and set stop loss and take profit limit orders.
(IK) Grid ScriptThis is my take on a grid trading strategy. From Investopedia:
"Grid trading is most commonly associated with the foreign exchange market. Overall the technique seeks to capitalize on normal price volatility in an asset by placing buy and sell orders at certain regular intervals above and below a predefined base price."
This strategy is best used on sideways markets, without a definitive up or down major trend. Because it doesn't rely on huge vertical movement, this strategy is great for small timeframes. It only goes long. I've set initial_capital to 100 USD. default_qty_value should be your initial capital divided by your amount of grid lines. I'm also assuming a 0.1% commission per trade.
Here's the basic algorithm:
- Create a grid based on an upper-bound (strong resistance) and a lower-bound (strong support)
- Grid lines are spaced evenly between these two bounds. (I recommend anywhere between 5-10 grid lines, but this script lets you use up to 15. More gridlines = more/smaller trades)
- Identify nearest gridline above and below current price (ignoring the very closest grid line)
- If price crosses under a near gridline, buy and recalculate near gridlines
- If price crosses over a near gridline, sell and recalculate near gridlines
- Trades are entered and exited based on a FIFO system. So if price falls 3 grid lines (buy-1, buy-2, buy-3), and subsequently crosses above one grid line, only the first trade will exit (sell-1). If it falls again, it will enter a new trade (buy-4), and if it crosses above again it will sell the original second trade (sell-2). The amount of trades you can be in at once are based on the amount of grid lines you have.
This strategy has no built-in stop loss! This is not a 'set-it-and-forget-it" script. Make sure that price remains within the bounds of your grid. If prices exits above the grid, you're in the money, but you won't be making any more trades. If price exits below the grid, you're 100% staked in whatever you happen to be trading.
This script is more complicated than my last one, but should be more user friendly. Make sure to correctly set your lower-bound and upper-bound based on strong support and resistance (the default values for these are probably going to be meaningless). If you change your "Grid Quantity" (amount of grid lines) make sure to also change your 'Order Size' property under settings for proper test results (or default_qty_value in the strategy() declaration).
Buying/Selling ClimaxEnglish:
This indicator is designed for the stock market and marks potential buying or selling climaxes. If a "buying climax" or "selling climax" is marked, the probability is high that this price level will not be exceeded or undershot quickly. The indicator is used exclusively on the weekly time level.
Conditions for a "Buying Climax":
- New 52-week high
- The week closes in the loss "red week”
Alternative: The week closes below the opening price of the previous week
Conditions for a "Selling Climax":
- New 52-week low or crash (in the stock).
- The week closes in profit "green week”
- The 2 previous weeks are losing weeks
Alternative: The week closes above the opening price of the previous week
Deutsch:
Dieser Indikator ist für den Aktienmarkt ausgelegt und markiert potenzielle Kauf-/ bzw. Verkaufs-Höhepunkte. Wird ein „Buying-Climax“ bzw. „Selling-Climax“ markiert, ist die Wahrscheinlichkeit hoch, dass dieses Preisniveau nicht so schnell überschritten bzw. unterschritten wird. Der Indikator wird ausschließlich auf der wöchentlichen Zeitebene eingesetzt.
Bedingungen für einen „Buying Climax“:
- Neues 52-Wochen Hoch
- Die Woche schließt im Verlust „red week“
Alternative: Die Woche schließt unterhalb des Eröffnungspreises der Vorwoche
Bedingungen für einen „Selling Climax“:
- Neues 52-Wochen Tief oder Crash (in der Aktie)
- Die Woche schließt im Gewinn „green week“
- Die 2 Vorangegangenen Wochen sind Verlustwochen
Alternative: Die Woche schließt oberhalb des Eröffnungspreises der Vorwoche
Plot Horizontal Line at Open ValueThis simple indicator plots a horizontal line during the session showing the Open value at the chosen UTCTimeInput value. Remember that any value introduced for this parameter has to be expressed in UTC time.
Support Resistance ChannelsHello All,
For Long time I was planning to make Support/Resistance Channels script, finally I had time and here it is.
How this script works?
- it finds and keeps Pivot Points
- when it found a new Pivot Point it clears older S/R channels then;
- for each pivot point it searches all pivot points in its own channel with dynamic width
- while creating the S/R channel it calculates its strength
- then sorts all S/R channels by strength
- it shows the strongest S/R channels, before doing this it checks old location in the list and adjust them for better visibility
- if any S/R channel was broken on last move then it gives alert and put shape below/above the candle
- The colors of the S/R channels are adjusted automatically
You can set/change following settings:
- Pivot Period
- Source : High/Low or Close/Open can be used
- Maximum Channel Width %: this is the maximum channel width rate, this is calculated using Highest/Lowest levels in last 300 bars
- Number of S/R to show : this is the number of Strongest S/R to show
- Loopback Period: While calculating S/R levels it checks Pivot Points in LoopBack Period
- Show S/R on last # Bars: To see S/R levels only on last N bars
- Start Date: the script starts calculating Pivot Point from this date, the reason I put this option is for visuality. Explained below
- You can set colors/transparency
- and You can enable/disable shapes for broken S/R levels
Examples:
You can change colors as you wish:
here " Show S/R on last # Bars " set 100:
Sometimes visuality may corrupt because of old S/R levels, to solve it you need to set "Start Date" in the options to start the script in visual part (last 292 bars)
here in first screenshot it doesn't look good (shrink), then on second screenshot I set the "Start Date" it looks better, if you change time frame don't forget to set it again :)
Enjoy!
25 Percent LevelsThis script materialises an observation from one of my mentors whereby if you take an all-time high and all-time low and mark off the 25th, 50th and 75th percentile levels you will see some levels of supply and demand being respected.
Lower Time Frame ScalperThis indicator is meant to identify lower timeframe momentum shifts in Forex pairs by using simple moving averages and the Kijun Sen indicator around key psychological levels.
Alert functionality for buy and sell conditions have also been built in to allow the trader time away from charts.
Auto Fib Channels by DGTThe Fibonacci Channel is a technical analysis tool that is used to estimate support and resistance levels based on the Fibonacci numbers. It is a variation of the Fibonacci retracement tool, except with the channel the lines run diagonally rather than horizontally.
This study will automatically place the channels where the levels indicate future areas of support and resistance
For further details please refer to education post
Nobody appears to know whether Fibonacci tools work because markets exhibit some form of natural pattern or because many investors use Fibonacci ratios to predict price movements, making them a self-fulfilling prophecy.
█ Study OPTIONS
Auto Fibonacci Channels , the main aim of the study
- Pivot threshold can be adjusted via “Deviation” and “Depth” input options
- Historical Channels / Retracements option will allow plotting of Channels on previous pivot high/lows
- Ability to set ALERTs for the Channel Levels
- Channel Labels displays the price of the line at the last bar, the price value will be updated in each new bar
Auto Fib Retracement – This is the build-in study of TradingView, customized to be in-line with Fibonacci Channels
- Pivot threshold can be adjusted via “Deviation” and “Depth” input options
- Historical Channels / Retracements option will allow plotting of Retracements on previous pivot high/lows
- Ability to set ALERTs for the Retracement Levels
Zig Zag – Derived from build-in Auto Fib Retracement with some customization options.
Disclaimer :
Trading success is all about following your trading strategy and the indicators should fit within your trading strategy, and not to be traded upon solely
The script is for informational and educational purposes only. Use of the script does not constitute professional and/or financial advice. You alone have the sole responsibility of evaluating the script output and risks associated with the use of the script. In exchange for using the script, you agree not to hold dgtrd TradingView user liable for any possible claim for damages arising from any decision you make based on use of the script
Auto Fib Speed Resistance Fans by DGTFibonacci Speed and Resistance Fan is an analytical drawing tool used to indicate the support and resistance levels of an existing trend and the price level at which possible changes in the trend may occur.
A Fibonacci Speed Resistance Fan consists of a trend line drawn between two extreme points - a trough and opposing peak or a peak and opposing trough - on which a set of sequential speed resistance lines are drawn above (which represents time) and below (which represents price). These lines are drawn based on time/price percentages of the distance between the beginning and the end of the trend line.
Speed resistance lines not only help to measure trend corrections but also measure the speed of a trend (the rate at which a trendline ascends or descends)
Traders can use the lines of the Fibonacci Speed and Resistance Fan to predict key points of resistance or support, at which they might expect price trends to reverse. Once a trader identifies patterns within a chart, they can use those patterns to predict future price movements and future levels of support and resistance. Traders use the predictions to time their trades. Key support and resistance levels tend to occur frequently at the 61.8-percent level on both uptrends and downtrends.
Please check for further details in the education post that I will share shortly after this publication :
Nobody appears to know whether Fibonacci tools work because markets exhibit some form of natural pattern or because many investors use Fibonacci ratios to predict price movements, making them a self-fulfilling prophecy.
█ Study OPTIONS
Auto Fibonacci Speed and Resistance Fan , the main aim of the study
- Pivot threshold can be adjusted via “Deviation” and “Depth” input options
- Historical Fans option will allow plotting of Speed and Resistance Fans on previous pivot high/lows
- Ability to set ALERTs for the Speed and Resistance Levels
- Price Grid Lines if extended it will result with Fib Retracement levels
- All lines, line levels are customizable, default values are set exactly to the same with the available Fib Speed and Resistance Fan drawing tool
Zig Zag – Derived from build-in Auto Fib Retracement with some customization options.
Example Usages :
Disclaimer :
Trading success is all about following your trading strategy and the indicators should fit within your trading strategy, and not to be traded upon solely
The script is for informational and educational purposes only. Use of the script does not constitute professional and/or financial advice. You alone have the sole responsibility of evaluating the script output and risks associated with the use of the script. In exchange for using the script, you agree not to hold dgtrd TradingView user liable for any possible claim for damages arising from any decision you make based on use of the script
NSDT Pivot Points PlusThis script uses the Traditional Pivot Points but includes the price levels and the 50% line between levels. We added the ability to change the line color of the major levels and the minor levels independently, for better clarity. Added alerts - used code from QuantNomad.
Pivot Points description from TradingView default indicator:
Pivot Point analysis is a technique of determining key levels that price may react to. Pivot points tend to function as support or resistance and can be turning points. This technique is commonly used by day traders, though the concepts are valid on various timeframes. There are several methods of identifying the exact points. Common types of pivot points are Traditional, Fibonacci, Woodie, Classic, Camarilla and DM and each type has its own calculation method.
Most use a variation of significant prices such as established highs, lows, opening and closing prices and then apply a calculation to determine these points. They all calculate additional support and resistance levels alongside the pivot points. They can be used to determine when to enter or exit trades or to determine the range of a market. Conservative traders look for additional confirmation before entering a trade. Whether pivot points are used alone or in combination with other techniques, they are a useful tool in a technical trader's toolbox.
[RickAtw] O1 Opening Market LineThis indicator helps to identify current support and resistance based on the opening of the Asian, London and New York sessions.
Function
You can make good trade entries based on these lines. Shows daily and weekly openings of each session
It will also help you to look at which session you are currently trading)
Purple ----> Asian session
Red ----> London session
Blue ----> New York session
Key Signal
buy ---> A strong buy signal is a bounce from the low and the presence of a weekly or day open line.
sell ---> A strong sell signal is a bounce from the maximum and the presence of a weekly or day open line.
P.S. Be sure to test on your pair!
Remarks
This will help you determine the approximate area of support and resistance.
Since we cannot look into the future, it does not inform you about the exact records, but a possible change in trends.
Readme
In real life, I am a professional investor. And I check each of my indicators on my portfolio and how effective it is. I will not post a non-working method. The main thing is to wait for the beginning of trends and make money!
I would be grateful if you subscribe ❤️
Support & Resistance LinesAutomatically plots support and resistance lines.
The default time frames seemed functional for a lot of the charts after testing. Depending on the type of chart, adjust for best results.
ATR Volatility Stop by CanUk101Attempts to put a line on the chart that can trigger a stop alert. Based on ATR volatility.
A work in progress, feel free to help improve it.
[RickAtw] S1 Support and resistance This indicator helps to identify the current support and resistance in the market.
Function
Shows at which points the correction appears and at which points there is resistance
Key Signal
buy ---> If a blue zone forms
sell --->If a black zone forms
Remarks
This helps you determine the approximate support and resistance area.
Since we cannot look into the future, it does not inform you about the exact entries, but it shows who is dominating the market at the moment.
Readme
In real life, I am a professional investor. And I check each of my indicators on my portfolio and how effective it is. I will not post a non-working method. The main thing is to wait for the beginning of trends and make money!
I would be grateful if you subscribe ❤️
Example - MA-Cross Retracement DetectionThe retracement tracker function(s) in this script outline how to:
Track conditions using "toggle" booleans.
Use multiple coinciding conditions to trigger an event just once.
What is a retracement?
"Retracements are temporary price reversals that take place within a
larger trend. The key here is that these price reversals are temporary
and do not indicate a change in the larger trend."
Quote Source: www.investopedia.com
Auto Pitchfork, Fib Retracement and Zig Zag by DGTPitchfork is a technical indicator for a quick and easy way for traders to identify possible levels of support and resistance of an asset's price. It is presents and based on the idea that the market is geometric and cyclical in nature
Developed by Alan Andrews, so sometimes called Andrews’ Pitchfork
It is created by placing three points at the end of previous trends
Schiff and Modified Pitchfork is a technical analysis tool derived from Andrews' Pitchfork
In general, traders will purchase the asset when the price falls near the support of either the center trendline or the lowest trendline. Conversely, they'll sell the asset when it approaches the resistance of either the center line or the highest trendline.
█ Study OPTIONS
Auto Pitchfork , the main aim of the study
Pivots threshold can be customized by “Deviation” and “Depth” input options
Pitchfork Type selection, available options Andrews' Pitchfork (Original), Schiff and Modified Pitchfork
Ability to set ALERTs for the Pitchfork Levels
Ability to add customized levels (all level lines customizable)
Auto Fib Retracement – This is the build-in study of TradingView, slight changes applied to fit with Auto Pitchfork
Zig Zag – Derived from build-in Auto Fib Retracement with some customization options.
█ Usage Tips :
Andrews' Pitchfork (Original) best fit in a Strong Trending Market
Schiff and Modified Pitchfork better with Correcting or Sideways Market. Modified Pitchfork is almost identical to a Parallel Chanel
Disclaimer :
Trading success is all about following your trading strategy and the indicators should fit within your trading strategy, and not to be traded upon solely
The script is for informational and educational purposes only. Use of the script does not constitute professional and/or financial advice. You alone have the sole responsibility of evaluating the script output and risks associated with the use of the script. In exchange for using the script, you agree not to hold dgtrd TradingView user liable for any possible claim for damages arising from any decision you make based on use of the script
NSDT Pivot ZonesThis is a new take on Traditional Pivot Points. By modifying the calculations, we were able to create "pivot zones" with a decent degree of accuracy.
VWAP Alerts V3VWAP Alerts signal over bought/over sold conditions, relative to volume weighted average price, while deviation bands plot an extremely accurate point of mean reversion.
VWAP Alerts V3 includes multiple timeframe selection, along with multiplier input for deviation band setting
Alerts can be set for each individual band, for extreme oversold/overbought conditions, use "Vwap Low Deviation 4" and "Vwap High Deviation 4".
Alerts can also be set for VWAP bounces, by simply setting "VWAP Alert"
