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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
Pine Script® göstergesi
dgtrd tarafından
147
Exploring UnicodeThis script demonstrates how to display Unicode characters and symbols, including emoji, in Pine:  • Part 1 displays multi-line labels on hi/lo pivots.  • Part 2 displays price/volume bumps using small up/down arrows plotted with plotchar() .  • Part 3 detects bounces and uses plotshape() to mark them.   You can use our `f_bounceFrom()` function from this part as confirmation for signals in your strategies. Note that the labels displayed on pivots with the code in Part 1 are plotted in the past. In realtime, they would only appear where they are after 50 bars have elapsed from that point. The other plots are plotted on the bar where their conditions are detected. You can display thousands of Unicode characters and symbols using Pine. As you can see with our script, it is very easy to do so. The challenge will often be to find the exact symbols you are looking for. Many websites exist to help you explore Unicode characters or symbols. The PineCoders Resources page contains a section presenting a few of them. Duyck has a Unicode font function script containing functions to convert strings to monospaced Unicode representations. TradingView uses the Trebuchet font for most of its text, including text displayed with Pine scripts. While its numerals are monospace and will align vertically in labels text, Duyck's functions will be handy when you need to convert characters to a monospaced form, so they also align vertically in multi-line labels. What is Unicode? Unicode is to character encoding what Wikipedia is to knowledge; it holds codes to a good proportion of the characters or symbols used by humans, past or present. In the early days of computing, environments from different manufacturers often used different character encoding schemes, making transport between them difficult. Unicode solves that challenge. It is a comprehensive encoding scheme that visionaries from Xerox and Apple came up with in the late 80's. The addition of members from the Research Libraries Group, Sun Microsystems, Microsoft, Next and Metaphor created the "Unicode working group" and later, the Unicode Consortium , which continues to improve and manage the Unicode standard. Theoretically, Unicode encodes values representing characters or glyphs —not their pictorial representations. The letters "A" or "a", or the blue heart emoji "💙" are each represented by a Unicode value. In practice, however, there are many different versions of the Latin alphabet in Unicode. That is how our low pivot label can display different representations of the letters "ITV". The exact rendition of Unicode symbols on a specific device is left to equipment manufacturers and typeface designers. The current Unicode space is comprised of 17 planes of 65,536 characters each, which allows for more than one million code points . Planes are further divided into character blocks , which typically hold a character set corresponding to one script—or language. Emoticons are in the character block starting at U+1F600. Look first. Then leap.
Pine Script® göstergesi
TradingView tarafından
13
Price Action IndexI've created a simple oscillator which I think does a good job of easily showing you when price is worth watching or not. I think all too often you get stuck looking at something like an RSI and end up trading noise. From my observations and experiences, I've found that there are 2 major catalysts for price movement-- Price is either trending and reaches a top or bottom, or Price is consolidating and ready to make a move in some direction These movements can be seen quite well from a Bollinger Band, which is what mostly gave me the inspiration. When I watch a chart with a BB on it I see that either you're looking to trade price moving out of a squeeze or riding price up/down the band until it crosses over and makes a move to the moving average. My solution was to multiply the direction of price by the strength of its deviation. Price gets converted into a signal between -1.0 (bottom of the range) and 1.0 (top of the range) Standard Deviation gets converted into a stochastic signal between 0 (next to no deviation from mean) and 100 (highest deviation in lookback) These 2 get multiplied by each other The result tells you if price action is trending bullish and if its approaching max strength (perhaps Overbought), example: Price is hitting highs (1.0) and deviation is also at its highest (100) = 100, opposite for bearish Result can also tell you if price is at the top of the range but the deviation is so tiny and we're mostly pinned to the mean (1.0 * 5 = only 5) How to Trade this Indicator-- If the indicator is stuck near the middle and purple: - Don't make directional trades or you'll be eaten alive by the chop - Good idea to sell options, Iron Condors/Butterflies, etc - Wait for a move to breakout --> the purple will fade away and give way to a direction --- As in all trading scenarios, be mindful of fakeouts/short moves to one direction that very quickly get reversed If the indicator is heading higher: - This would indicate there is a bull trend going on, get long - If we are reaching the overbought area, this is an ideal place to take profits or look at spreads like Bearish Call Spreads (sell calls) - I think you can make your own determination of when to sell by either selling when we're in the overbought area (if it reaches there) or staying bullish so long as it is above the zone If the indicator is heading lower: - Bear trend, shorting is possible - Can use this as a contrarian signal to buy lows A couple of charts with the indicator and a purple squeeze box I've drawn (can sometimes get noisy in real-time, but hindsight is 20/20)-- Bitcoin on Daily with default 20 length Gamestop on 30 minute time frame with 100 length Please feel free to use this indicator for your trading or your own indicators. This particular script is very stripped down/bare bones from what I have been working on as an ongoing project. If TradingView ever returns scripts you can sell, I would probably open that up for a small premium.
Pine Script® göstergesi
chrism665 tarafından
43
Tic Tac Toe (For Fun)Hello All, I think all of you know the game "Tic Tac Toe" :) This time I tried to make this game, and also I tried to share an example to develop a game script in Pine. Just for fun ;) Tic Tac Toe Game Rules: 1. The game is played on a grid that's 3 squares by 3 squares. 2. You are "O", the computer is X. Players take turns putting their marks in empty squares. 3. if a player makes 3 of her marks in a row (up, down, across, or diagonally) the he is the winner. 4. When all 9 squares are full, the game is over (draw) So, how to play the game? - The player/you can play "O", meaning your mark is "O", so Xs for the script. please note that: The script plays with ONLY X - There is naming for all squears, A1, A2, A3, B1, B2, B3, C1, C2, C3. you will see all these squares in the options. - also You can set who will play first => "Human" or "Computer" if it's your turn to move then you will see "You Move" text, as seen in the following screenshot. for example you want to put "O" to "A1" then using options set A1 as O How the script play? it uses MinMax algorithm with constant depth = 4. And yes we don't have option to make recursive functions in Pine at the moment so I made four functions for each depth. this idea can be used in your scripts if you need such an algorithm. if you have no idea about MinMax algorithm you can find a lot of articles on the net :) The script plays its move automatically if its turn to play. you will just need to set the option that computer played (A1, C3, etc) if it's computer turn to play then it calculates and show the move it wants to play like "My Move : B3 <= X" then using options you need to set B3 as X Also it checks if the board is valid or not: I have tested it but if you see any bug let me know please Enjoy!
Pine Script® göstergesi
LonesomeTheBlue tarafından
29
DR by Caco MaiaCreated by Brazilian trader Caco Maia,this indicator signals an entry when the price breaks through both a slow and fast average while the TRIX and Stochastic are going in the same direction. Must be used in conjunction with the market context,e.g. Trendlines,Fibonacci Retracements/Extensions or other indicators. Filter 1 : The Fast Average must be going up/down. Filter 2 : There`s a limit to the Slow Average inclination,only allowing entries if the Slow Average is "flat" or in the same direction of the signal. Filter 3 : Uses both Filters.
Pine Script® göstergesi
williamjunqueira97 tarafından
1
Multi Time Frame Candles with Volume Info / 3DHello Traders, This is my second Multi Time Frame Candles script but with this new one, you will have some new features such volume info, remaining time to close of higher time frame candle and also developed using new features of Pine such array of lines. also I tried to make it 3D for better visualization ;) also it shows new highs/lows / breakouts. I tried to make many things optional, so you can change almost everything using options. What you can change using options: - Higher time frame - Number of Candles - Candle Colors Up/Down - Wick Color - Volume colors Up/Down - Text color of Remaining Time - Shadow Color - Background color - Start bar of the candles (so you can see many higher times frame candles in same window) - 3D effect, by default it's enables but you can disable 3D view Lets see some examples: Remaining time: Breakouts: You can combine different higher time frames: if you don't want 3D view then combining different higher time frames: You can change background color: Enjoy!
Pine Script® göstergesi
LonesomeTheBlue tarafından
102
TMO with TTM SqueezeApplication of the TTM squeeze and the short-term momentum TTM Wave A in action. This is an example where the short-term wave will react faster than the TTM to give you a signal to start building your positions. This indicator needs to be combined with "TTM Wave A" (add to existing pane). The TTM Squeeze works like a better MACD. There is a zeroline and histogram bars above / below represent positive and negative momo. As the height of the bar decreases when above the zeroline, that is called decreasingly positive momo and as the height of the bar decreases when below the zeroline, that is called decreasingly negative momo. The dots on the TTM Squeeze: Red dots represent consolidation where Bollingers are inside the Keltner Channels and green dots represent a move out of consolidation or "squeeze fire". As price action comes out of consolidation there is a bigger move up/down depending on where momo is heading and where prices are (key support/resistance levels, fib areas). You want to use the TTM Squeeze and A wave TOGETHER - TTM Squeeze is your main momo and your A wave is a short-term momo wave that reacts faster and works as a leading gauge. You need to use them TOGETHER to gauge where price action may be heading. When the TTM Squeeze and A wave move lockstep together, let's say both are decreasingly positive, there is a good probability it continues to move in that direction to the next support levels. TWO bars on the TTM Squeeze of different heights is confirmation that in most cases means it will move in the direction of those bars. So if decreasingly positive, you'll see two darker bars. By the time you get your 2nd bar on the TTM Squeeze, it is often too late or you're losing profit. Way to counter that is after you get one darker bar in the opposite direction of current trend, use A wave to "predict" the next wave, the more A wave histogram bars going towards the other direction, the higher the certainty it will hit. Lastly, using these waves together works best when you look at it on MULTIPLE TIME FRAMES. (Credit for this details goes to Brady from Atlas).
Pine Script® göstergesi
sskcharts tarafından
15
TTM Wave AApplication of the TTM squeeze and the short-term momentum TTM Wave A in action. This is an example where the short-term wave will react faster than the TTM to give you a signal to start building your positions. This indicator needs to be combined with "TMO with TTM Squeeze" (add to existing pane). The TTM Squeeze works like a better MACD. There is a zeroline and histogram bars above / below represent positive and negative momo. As the height of the bar decreases when above the zeroline, that is called decreasingly positive momo and as the height of the bar decreases when below the zeroline, that is called decreasingly negative momo. The dots on the TTM Squeeze: Red dots represent consolidation where Bollingers are inside the Keltner Channels and green dots represent a move out of consolidation or "squeeze fire". As price action comes out of consolidation there is a bigger move up/down depending on where momo is heading and where prices are (key support/resistance levels, fib areas). You want to use the TTM Squeeze and A wave TOGETHER - TTM Squeeze is your main momo and your A wave is a short-term momo wave that reacts faster and works as a leading gauge. You need to use them TOGETHER to gauge where price action may be heading. When the TTM Squeeze and A wave move lockstep together, let's say both are decreasingly positive, there is a good probability it continues to move in that direction to the next support levels. TWO bars on the TTM Squeeze of different heights is confirmation that in most cases means it will move in the direction of those bars. So if decreasingly positive, you'll see two darker bars. By the time you get your 2nd bar on the TTM Squeeze, it is often too late or you're losing profit. Way to counter that is after you get one darker bar in the opposite direction of current trend, use A wave to "predict" the next wave, the more A wave histogram bars going towards the other direction, the higher the certainty it will hit. Lastly, using these waves together works best when you look at it on MULTIPLE TIME FRAMES. (Credit for this details goes to Brady from Atlas).
Pine Script® göstergesi
sskcharts tarafından
11
Vision VolumeAfter reading an article on how to trade volume I felt that I needed some kind of indicator using price action and volume together. More precisely I tried to build two indicators. Bear in mind this indactor is very simple because it only evaluates each bar with its previous bar and an average. Nr.1 Weak/fake push: Price suddenly goes up/down a lot more but without much volume being traded -> sign of a fake move or low interest Nr 2 Price action resistance: After an up or down move price suddenly stops moving but high volumes are being traded. This means high resistance from sellers in a rally or buyers in a decline. This is very simple and as you can see it is often not a clear signal. I will try to improve it further. If a fake move bar (purple) has a close near its new high we don't know if the fake push will continue. As you can see on the chart. some reversal signs come a little to early. You can re-color labels and turn them off optionally. This is built for educational purposes only. I hope you find it useful. Design by Hook
Pine Script® göstergesi
Hookster tarafından
6
Stochastic with Bollinger & EMAIn this script I combined the various of the oscillator Stochastic (STOCH) with BB (Bollinger Bands). Each cut of K and D creates a mark (+) Red / green - accordingly. As the Stochastic (K) crosses the BB base, a green / red point is formed accordingly. As a sign it is possible to continue up / down. I added EMA8 to K (style circles) When the oscillator is above the EMA - it is possible that this is a clear sign of an increase. Band 50 was also added to facilitate the calculations.
Pine Script® göstergesi
MeniYuzevich tarafından
1
Double Zig Zag with HHLLHello Traders, Here Double Zig Zag with HHLL script is with you. it calculates 2 Zig Zag simultaneously and draws them, and also it calculates and puts Higher High, Lower Low, Higher Low, Lower High labels. All these are done dynamically, it means last HH/HL/LL/LH can change. if price continues to go up then HL can turn to LL or if price continues to go down then LH can turn to HH. This script can be used for different purposes such trend analysis, support/resistance levels, breakouts etc. I tried to make many things optional: You can set Periods for Zig Zags as you wish You can set different colors for both Zig Zag Up/Down lines You have option to show both Zig Zag, one of them or none them You have option to show both HHLL, one of them or none them You can set Zig Zag 1 line style as Dashed or Dotted You can set Line Widths for Zig Zags Some examples: Enjoy!
Pine Script® göstergesi
LonesomeTheBlue tarafından
93
One-Stop Trading SetupOne-Stop Trading Setup: This script designed to identify up, down, and sideways trends. 200 HMA, 9 EMA, PSAR, and ATR are used to identify the strength of any instrument. Candle Colors - Simpler approach to follow: Green color indicates for up side trade signals Red color indicates for down side trade signals Yellow color can be interpreted for stop, sideways, and counter trade trade signals Multiple Trade Setups: Green Zone - Trading green candles within green zone has better odds of long trades Red Zone - Trading red candles within red zone has better odds of short trades 200 HMA - Candles above 200 HMA mostly for long trades. Candles below 200 HMA usually for short trades. But the zone also very important to consider 9 EMA - Cross over above 200 HMA in Green zone, look for long trades. Cross over below 200 HMA in red zone, look for short trades PSAR - This can be used as potential initial warning sign. Also can be used to exit partial or wait for it goes to opposite side for taking trade decisions Candle Above all - If Green candle and above all the indicators, then very good sign of long side. If red candle and below all indicators, then very good sign of short side. Multiple Time Frame: This works very well with any instrument and on any time frame. Always its better to do analysis on multi time frame before entry, exit, and trade execution. Back test it with this setup and also observe it on live market. That will give edge in taking trade decisions. All the best and happy trading. Disclaimer: This script and setup is written with the sole purpose of identifying the strength of any instrument. Interpretation, trade decisions, and changing inputs are up to each individual users/trades.
Pine Script® göstergesi
pckalai tarafından
16
KINSKI RSI Short/LongExtends the display of the Relative Strength Index (RSI) by shorts and longs from Bitmex and shows them as a diagram. How to interpret the display? - blue line is the default Relative Strength Index - red line means "oversold - green line "overbought" - grey dotted line up/down indicates the optimal range for up and down movements 30 to 70 - in general, the reaching or crossing of the thresholds in the direction of the mid-range is seen as a possible buy or sell signal - RSI values (blue line) of over 70 percent are considered "overbought", values below 30 percent "oversold Which settings can be made? - Selection for the "Currency". Default value is "BTCUSD". Currently only the following currencies are supported "BTCUSD", "ETHUSD", "ETCUSD", "OMGUSD", "XLMUSD", "XTZUSD". - Selection for calculation formula ("Calculation"). The default value is "hlc3". - Field for the moving average value ("RSI Length"). The default value is 14, but values of 7, 9 or 25 are also common. The shorter the period under consideration, the more volatile the indicator is, but with longer periods, fewer signals are triggered. - furthermore you can make layout adjustments via the "Style" menu
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KINSKI tarafından
Trend Follow with kijun-sen/tenkan sen for 1 Hour SPX This script determines, plots and alerts on probable trend initiation and continuation points, using tenkan-sen(conversion line of ichimoku), kijun-sen(baseline of ichimoku) and stochastic RSI, for 1 H SPX. New long/short trend initiates when prices cross above/below kijun sen. The trend continues when prices cross above/below tenkan-sen or stochastic RSI crosses up/down its signal line, while prices are above/below kijun-sen. It is good to take partial profit between 10-15 points gain and trail the left with stops below kijun-sen line. While placing the order, using 2-3 points buffer above/below of signal bars is recommended. Additionally, please be careful about clouds and do not place long/short orders below/above clouds.
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GurselKona tarafından
3
Mathias & Christer EMASo this Strategy is my first at when writing it's not 100% finnished. The strategy idé builds on EMA (9) being clearly over/under the EMA for some bars. If the EMA is over this will make a triggerline that when EMA (1) crosses this line it signals a buy/sell. I don't have a great TP or SL for this yet so as of now I'm only using oposit crossing of close for now. Colors and indicators: light green/red - indicates that EMA (9) has been crossed and that a new Triggerline is painted at that candles close position. dark green/red and Up /down Arrow - indicats that the triggerline has been crossed and an order should be taken here. green/red squares - are where the order closed. purple line - EMA (9) blue line - EMA (1)
Pine Script® stratejisi
mattehalen tarafından
Quad CCI ContainmentThe Quad CCI is a trend identification indicator described by Mark Whistler in his book 'Volatility Illuminated'. The reason for using four separate CCI channels is so that we can: Prevent ourselves from taking positions against momentum. Time our trades with short-term 'wrist-rocket' thrust from the larger market momentum. Clearly determine whether the trend is up, down, or sideways. In his book, Whistler refers to four CCI channels as 'The Four Horsemen'. The 100 and 200 are like big burly swordsmen, which are hard to budge without significant force. The 50-period CCI is more like the guy who's fast on his feet, but still tough enough to take on the big dudes. And the 14-period is similar to the scout of the party. The fastest of the bunch, but also the first to turn-tail at any sign of danger. Basically, this means that when we see the 100 and 200-CCI stay above the 0 line, we can infer there really isn't any reason for them to move out of their range. The 50-period CCI will sometimes venture over the 0-line, before the hefty battlers. However, the 14-period will often venture (quickly) way out into the yonder, and he will always return to tell his pals what he's found. Crossing back over the 100-line, traders can take 'rocket trend reentry' positions (usually on the median); however, we still want to keep an eye on the flighty 14-period CCI character. If he crosses back over the +100 or -100 level he was just scouting, it means the larger weighted CCI lines could soon to follow too, as the whole bunch runs from larger momentum on the way. Traders seeking to take a position 'with the trend' can attempt to purchase pullbacks on the mean if: Longer-term CCI (at least the 200 and 100) are above zero. The 50-period CCI is not below -100. The 14-period travels back up from underneath the -100 area.
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sourcey tarafından
3