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Adaptive Oscillator constructor [lastguru]Adaptive Oscillators use the same principle as Adaptive Moving Averages. This is an experiment to separate length generation from oscillators, offering multiple alternatives to be combined. Some of the combinations are widely known, some are not. Note that all Oscillators here are normalized to -1..1 range. This indicator is based on my previously published public libraries and also serve as a usage demonstration for them. I will try to expand the collection (suggestions are welcome), however it is not meant as an encyclopaedic resource , so you are encouraged to experiment yourself: by looking on the source code of this indicator, I am sure you will see how trivial it is to use the provided libraries and expand them with your own ideas and combinations. I give no recommendation on what settings to use, but if you find some useful setting, combination or application ideas (or bugs in my code), I would be happy to read about them in the comments section. The indicator works in three stages: Prefiltering, Length Adaptation and Oscillators. Prefiltering is a fast smoothing to get rid of high-frequency (2, 3 or 4 bar) noise. Adaptation algorithms are roughly subdivided in two categories: classic Length Adaptations and Cycle Estimators (they are also implemented in separate libraries), all are selected in Adaptation dropdown. Length Adaptation used in the Adaptive Moving Averages and the Adaptive Oscillators try to follow price movements and accelerate/decelerate accordingly (usually quite rapidly with a huge range). Cycle Estimators, on the other hand, try to measure the cycle period of the current market, which does not reflect price movement or the rate of change (the rate of change may also differ depending on the cycle phase, but the cycle period itself usually changes slowly). Chande (Price) - based on Chande's Dynamic Momentum Index (CDMI or DYMOI), which is dynamic RSI with this length Chande (Volume) - a variant of Chande's algorithm, where volume is used instead of price VIDYA - based on VIDYA algorithm. The period oscillates from the Lower Bound up (slow) VIDYA-RS - based on Vitali Apirine's modification of VIDYA algorithm (he calls it Relative Strength Moving Average). The period oscillates from the Upper Bound down (fast) Kaufman Efficiency Scaling - based on Efficiency Ratio calculation originally used in KAMA Deviation Scaling - based on DSSS by John F. Ehlers Median Average - based on Median Average Adaptive Filter by John F. Ehlers Fractal Adaptation - based on FRAMA by John F. Ehlers MESA MAMA Alpha - based on MESA Adaptive Moving Average by John F. Ehlers MESA MAMA Cycle - based on MESA Adaptive Moving Average by John F. Ehlers , but unlike Alpha calculation, this adaptation estimates cycle period Pearson Autocorrelation* - based on Pearson Autocorrelation Periodogram by John F. Ehlers DFT Cycle* - based on Discrete Fourier Transform Spectrum estimator by John F. Ehlers Phase Accumulation* - based on Dominant Cycle from Phase Accumulation by John F. Ehlers Length Adaptation usually take two parameters: Bound From (lower bound) and To (upper bound). These are the limits for Adaptation values. Note that the Cycle Estimators marked with asterisks(*) are very computationally intensive, so the bounds should not be set much higher than 50, otherwise you may receive a timeout error (also, it does not seem to be a useful thing to do, but you may correct me if I'm wrong). The Cycle Estimators marked with asterisks(*) also have 3 checkboxes: HP (Highpass Filter), SS (Super Smoother) and HW (Hann Window). These enable or disable their internal prefilters, which are recommended by their author - John F. Ehlers . I do not know, which combination works best, so you can experiment. Chande's Adaptations also have 3 additional parameters: SD Length (lookback length of Standard deviation), Smooth (smoothing length of Standard deviation) and Power ( exponent of the length adaptation - lower is smaller variation). These are internal tweaks for the calculation. Oscillators section offer you a choice of Oscillator algorithms: Stochastic - Stochastic Super Smooth Stochastic - Super Smooth Stochastic (part of MESA Stochastic) by John F. Ehlers CMO - Chande Momentum Oscillator RSI - Relative Strength Index Volume-scaled RSI - my own version of RSI. It scales price movements by the proportion of RMS of volume Momentum RSI - RSI of price momentum Rocket RSI - inspired by RocketRSI by John F. Ehlers (not an exact implementation) MFI - Money Flow Index LRSI - Laguerre RSI by John F. Ehlers LRSI with Fractal Energy - a combo oscillator that uses Fractal Energy to tune LRSI gamma Fractal Energy - Fractal Energy or Choppiness Index by E. W. Dreiss Efficiency ratio - based on Kaufman Adaptive Moving Average calculation DMI - Directional Movement Index (only ADX is drawn) Fast DMI - same as DMI, but without secondary smoothing If no Adaptation is selected (None option), you can set Length directly. If an Adaptation is selected, then Cycle multiplier can be set. Before an Oscillator, a High Pass filter may be executed to remove cyclic components longer than the provided Highpass Length (no High Pass filter, if Highpass Length = 0). Both before and after the Oscillator a Moving Average can be applied. The following Moving Averages are included: SMA, RMA, EMA, HMA , VWMA, 2-pole Super Smoother, 3-pole Super Smoother, Filt11, Triangle Window, Hamming Window, Hann Window, Lowpass, DSSS. For more details on these Moving Averages, you can check my other Adaptive Constructor indicator: The Oscillator output may be renormalized and postprocessed with the following Normalization algorithms: Stochastic - Stochastic Super Smooth Stochastic - Super Smooth Stochastic (part of MESA Stochastic) by John F. Ehlers Inverse Fisher Transform - Inverse Fisher Transform Noise Elimination Technology - a simplified Kendall correlation algorithm "Noise Elimination Technology" by John F. Ehlers Except for Inverse Fisher Transform, all Normalization algorithms can have Length parameter. If it is not specified (set to 0), then the calculated Oscillator length is used. More information on the algorithms is given in the code for the libraries used. I am also very grateful to other TradingView community members (they are also mentioned in the library code) without whom this script would not have been possible.
Pine Script® indicator
by lastguru
5
[_ParkF]MFI+Added the Moneyflow Index indicator. Divergence signals and diversion lines are drawn. Support and resistance were also confirmed when linear regression and trend lines were used for the Moneyflow Index. Two linear regression and two trend lines are drawn. Because the two linear regression values are different, you can see the support and resistance of long-term and short-term linear regression. Since the periodic values of the two trend lines are also different, support and resistance that could not be identified in linear regression can be identified. Each linear regression line and trend line can be turned on or off. In addition, each linear regression line and trend line can arbitrarily modify period values and deviation values. I hope it will help you trade. ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 머니플로우인덱스 지표를 추가하였습니다. 다이버전스 신호와 다이버전스 라인이 그려집니다. 머니플로우인덱스에도 선형회귀와 추세선을 이용했을 때 지지와 저항이 확인이 되었습니다. 2개의 선형회귀와 2개의 추세선이 그려지고 두 선형 회귀 값은 서로 다르기 때문에 장기 및 단기 선형 회귀의 지지 및 저항을 확인할 수 있습니다. 두 추세선의 주기 값도 다르므로 선형 회귀 분석에서 확인할 수 없었던 지지 및 저항을 확인할 수 있습니다. 각 선형 회귀선 및 추세선은 켜거나 끌 수 있습니다. 또한 각 선형 회귀선 및 추세선은 주기 값과 편차 값을 임의로 수정할 수 있습니다. 당신의 트레이딩에 도움이 되었으면 합니다. ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- * I would like to express my gratitude to zdmre for revealing the linear regression source. * I would like to express my gratitude to aaahopper for revealing the trendlines source.
Pine Script® indicator
by ParkF
1
Measure Volume, Momentum, Trend, VolatilityThis script displays the following indicators in one pane to quickly determine several important factors regarding price action. It allows the user to quickly see all of most important factors surrounding price action in one pane with one quick glance. This should be incredibly helpful and allow things like double divergence and trend confirmation to be spotted much more quickly. I personally use the data in this indicator to replace four separate indicators and it has brought my win rate and profit factor significantly higher. I hadn't seen any place where all of the best J. Welles Wilder indicators such as RSI, Parabolic SAR, and DMI/ADX were brought into one easy to use interface. This is my attempt at fixing that gap. For a much deeper understanding of how to use these indicators, I recommend reading New Concepts in Technical Trading Systems written by J. Welles Wilder. Momentum via RSI (Relative Strength Index) Volume via MFI (Money Flow Index) Volatility via DMI/ADX (Direction Movement Index/Average Directional Index) Trend via Parabolic SAR (Parabolic Stop and Reverse) It is worth noting that DMI/ADX and Parabolic SAR can both help determine trend strength and volatility. The Volatility mechanism is measured by DMI and ADX and displayed at the top of the pane using circles. The top, tiny circles reflect if show if positive DI or negative DI has a higher value. The small circles directly underneath indicate whether or not the ADX is above 20 (configurable, some may choose to increase this to 25 or even 30). The Momentum mechanism is shown as standard RSI with the default being a white line and default period of 14, which is all configurable. The Volume mechanism is shown as standard MFI with the default being a fuchsia line and default period of 14, which is also configurable. The momentum and volume oscillators should be used in conjunction to help spot whether the trend is strong or weak using divergences and the middle, overbought, and oversold levels. These levels are also configurable. The Trend mechanism is measured by Parabolic SAR and displayed at the bottom of the pane using diamonds. The default is red diamonds when in a bear trend, green when in an uptrend which is configurable. When price is above the Parabolic SAR, it is considered to be an uptrend. When price is below the Parabolic SAR, it is considered to be a downtrend. The way price is measured is also configurable (i.e. open, close, ohlc4, hlc3, etc.). When price crossed above or below the Parabolic SAR, the diamonds will change colors. All the indicators displayed should be used in a well rounded strategy. For instance, I only trade when ADX is above 20 and rarely trade against the trend shown via PSAR. When trend shifts and divergences helped indicate a trend shift would occur using the RSI and MFI, it can be a great spot to take an entry. RSI/MFI can also confirm the trend is strong when they are not showing divergences and inline with price action. All of this data should be used in conjunction with good fundamental data and technical levels. Divergences with RSI and MFI on double tops or bottoms can also be incredibly powerful. There is no right or wrong way to use all the data displayed in this indicator, however using all four pillars of trading (Momentum, Volume, Trend, Volatility) will help ensure only the best trades are taken.
Pine Script® indicator
by kfatkin
10
Money Flow Index (double) by CoinStaghey Piners community, this is an iteration of inbuilt MFI script, with two MFIs of different lengths and one Moving Average which is dependent on MFI 1. I find it useful to see the trend of longer MFI period, which tells me what direction to trade. On shorter period MFI I'm looking at Oversold or Overbought zones - while quicker MFI index is there, I'm looking to Buy/Sell, depending on trend. Alternatively, you can use also MFI1 and MA crossovers to spot potential entries. It seems like a good tool for crypto markets on any timeframes - from 5min, to 4h.
Pine Script® indicator
by AtomicStag2000
Compound IndicatorThis is an indicator finds end points of short term market trends. this is a combination of many indicators such as 1. Volume change oscillator 2. Money flow index (MFI) 3. Momentum Oscillator (MOM) 4. Stochastic Indicator 6. Relative Strength Indicator (RSI) 7. Relative volatility index (RVI) 8. Balance of power (BOP) 9. Small moving average (SMA) 10. Exponential moving average (EMA) 11. Parabolic SAR 12. Super trend indicator this script forms a compound indicator after analysing movements of those indicators through different time frames and measure its co-relation and variance with the price action. buy doing that, indicator in a position to identify short term market reversals and presented.
Pine Script® indicator
by pcooma
6
Buy / Sell alert indicator [Crypto_BCT]Hello everyone! I bring to your attention a indicator to determine the point of buy and sell purchase. It is based on oscillators and a moving average. It can be used to work with bots, for example 3COMMAS DCA bot. Signal Condition Settings: ATR The current candle is larger than the ATR for this period EMA The signal is necessarily below (for buy) and above (for sell) the EMA of the specified period (Buy) RSI low The RSI index is below this value (Sell) RSI High The RSI index is higher than this value (Buy) MFI low The MFI index is below this value (Sell) MFI High The MFI index is higher than this value (Buy) CCI low CCI index is below this value (Sell) CCI High The CCI index is higher than this value (Buy) Lowest bar from The closing of the current bar is lower than the closing of the bars back in this range (Sell) Highest bar from The closing of the current bar is higher than the closing of bars in this range (Buy) Lowest EMA bar ago During a given distance back, the EMA value only decreased (Sell) Highest EMA bar ago At a given distance back, the EMA value only increased I hope it will be useful!
Pine Script® indicator
by Crypto_BitCoinTrader
14
Sell alert [Crypto_BCT]Hello everybody! I bring to your attention an indicator for determining the point of sell. It is based on oscillators and a moving average. Signal Condition Settings: ATR The current candle is larger than the ATR for this period EMA The signal must be above the EMA of the specified period MFI High The MFI index is higher than this value CCI High The CCI index is higher than this value RSI High The RSI index is higher than this value Highest bar from The closing of the current bar is higher than the closing of bars in this range Highest EMA bar ago At a given distance back, the EMA value only increased I hope it will be useful!
Pine Script® indicator
by Crypto_BitCoinTrader
Buy alert [Crypto_BCT]Hello everyone! I bring to your attention a simple indicator to determine the point of purchase. It is based on oscillators and a moving average. It can be used to work with bots, for example 3COMMAS DCA bot. Signal Condition Settings: ATR The current candle is larger than the ATR for this period EMA The signal is necessarily below the EMA of the specified period MFI low The MFI index is below this value CCI low CCI index is below this value RSI low The RSI index is below this value Lowest bar from The closing of the current bar is lower than the closing of the bars back in this range Lowest EMA bar ago During a given distance back, the EMA value only decreased I hope it will be useful!
Pine Script® indicator
by Crypto_BitCoinTrader
4
Williams %R & RSI with Multiple PeriodsDESCRIPTION 1. Calculates %R and RSI with multiple period lengths. 1 period length value is defined by User. 8 period length values follow User's selection of classic number sequences, e.g. Fibonacci, Leonardo, Lucas, Narayana, etc. 2. User selects which indicator and periods to display or hide. DEFAULTS %R default custom period: 10. RSI default custom period: 14. %R & RSI default number sequence periods: Lucas numbers 11, 18, 29, 47, 76, 123, 199, 322. CALCULATIONS %R = (period high - most recent period's close price)/(period high - period low) RSI = 100 - 1 / (100 + RS), where RS = SMMA(up, period) / SMMA(down, period) PURPOSE 1. Identify price trends. CREDITS 1. Williams %R technical analysis momentum oscillator by Larry Williams. 2. Wilder's Relative Strength Index technical analysis momentum oscillator by J. Welles Wilder. 3. "Solarized" color scheme by Ethan Schoonover.
Pine Script® indicator
by insideandup
4
MFI Divergence Indicator Our Developer Malin converted the built-in RSI divergence indicator to MFI (Money Flow Index). How to apply? Notice 1: MFI, unlike the RSI, incorporates volume. It thus is an indicator of a higher precision when it comes to finding the the moment to sell - or - the moment to enter. Notice 2: In Ranging Markets MFI (and RSI) is a solid momentum indicator to buy or sell. The asset displayed shows a slight markdown. Thus, we are looking primarily for short positions. Once can tell by us omitting the first 2 hidden bearish divergence signals and then entering the market. Notice 3: Divergences depend on pivot points. The drawback with pivot points is that it is a lagging indication of a potential reversal. The more time (bars) one takes to confirm a reversal the less profitable is the trade - but less risky. In the charts one can tell that we enter the market 5 bars later. Usually that is not the tip of the reversal. Notice 4: One must adapt the left and right periods of the indicator to risk/reward ratio, length of swing / frequency modulation and volatility of the price action. Credits: Credits go to the Tradingview Team for delivering the original code. And Malin for the conversion. Please keep the copy right as a courtesy.
Pine Script® indicator
by sparkandhale
8
Continuous DivergenceDivergence is generally measured on the RSI and limited to finding either: 1. higher highs on the price and lower highs on the RSI (bearish divergence) 2. lower lows on the price and higher lows on the RSI (bullish divergence) Continuous Divergence (CD) does two things differently. Firstly, it uses the MFI as its primary source of data, due to its volume component giving it higher accuracy. Secondly, it doesn't measure discrete divergence - i.e. between peaks and troughs - but rather a continuous divergence measurement. Essentially it is measuring at any given time, the correlation between the price and the MFI. This is smoothed with a moving average (configurable) to get cleaner lines. CD is used to detect both a slowing down of momentum on the current trend, and a reversal of trend due to changing momentum.
Pine Script® indicator
by babaggeii
Dynamic SMAThis script uses dynamic length to create a different sma type. The length of the "Dynamic SMA" - "dSMA" can be: 'RSI', 'Stoch', 'ATR', 'MFI' or '%R' For example 'RSI' -> the length of the sSMA will be the RSI itself The biggest challenge was: 'Pine cannot determine the referencing length of a series. Try using max_bars_back' error The writer of 'referencing length of a series' issue gave following solution: bar_index == 0 ? 4999 : len or in case of values which don't go above 100: bar_index == 0 ? 100 : len This assigns the necessary buffer to the function. I'm most grateful for the given solution! These dSMA's can give Support/Resistance levels, also crossovers of different dSMA's can give extra information Examples: RSI ATR (close / atr(len) Stoch MFI %R "show regular SMA" will show the "SMA" with the same length (with default lighter color)
Pine Script® indicator
by fikira
9
Chart OscillatorI present you the chart oscillator where an oscillator (Stoch or RSI) is plotted on the chart itself (instead of below the chart) It is inspired on an idea of @Kablamicus Instead of having the lines between 0 and 100, here the '0-100' are - lowest(low, len) - highest(high, len) An overbought/oversold and a middle line is derived from these lines and the oscillator goes in between. It resembles very much the 'normal' oscillator, with a few extra's: - you can see the movement of the candles against the oscillator - S/R levels of oscillator, 50 line, overbought/oversold line, 0-100 line Stoch: RSI: Also a table is included with the Stoch/RSI values Cheers!
Pine Script® indicator
by fikira
51
RMIRMI is a combination of RSI and MFI oscillators which considers money flow and strength of supply or demand together. It estimates that the money of which side is being ran out. So the power of trends can be predictable approximately. Where the green columns appear, it means demand is very high and it can fall because buyers may withdraw and sell their assets. And when red columns appear, it means supply is very high and sellers or new buyers may enter into new deals which may increase the price of a asset. I would be glad if I hear your feedbacks.
Pine Script® indicator
by AliBahaari
1
All in one [Liubam]Hey tradingviewers! This is an All in one Indicator for those who can't add too many indicators on your charts. Inspired by ©LonesomeTheBlue "Indicators all in one" script. I found a lot of very interesting scripts on the public library and I decided to make a tool with some of the greatest IMO, adding some modifications to improve the indicators. With this tool you can plot 1 of 6 different indicators by selecting it from a drop-down list (on the indicator settings). All the credit goes to it's respective owners (taggeds). THIS INDICATOR INCLUDES: 1. Classic RSI with some OB/OS tools: The relative strength index (RSI) is a popular momentum indicator displayed as an oscillator (a line graph that moves between two extremes) that measures the magnitude of recent price changes to evaluate overbought or oversold conditions, in other words it shows signals about bullish and bearish price momentum. I added some visual improvements to help you finding the OB/OS zones. 2. Classic CCI with some OB/OS tools. The Commodity Channel Index​ (CCI) is a momentum-based oscillator used as market indicator to help determine market movements that may indicate buying or selling. Added some vistual improvements to the chart. 3. ADX and DMI oscillator with the keylevel coded by @console: The Average Directional Index (ADX) is non-directional indicator used by some traders to determine the strength of a trend. When the ADX line is rising (Above the keylevel) trend strength is increasing, and the price moves in the direction of the trend whether up or down. Otherwise, low ADX (Below the keylevel) is usually a sign of accumulation or distribution (Range). Non-trending doesn't mean the price isn't moving. It may not be, but the price could also be making a trend change or is too volatile for a clear direction to be present. Suggested settings of the keylevel is 23-25.... REMEMBER: The trend may be your friend. 4. MFI The Money Flow Index (MFI) is a technical oscillator for identifying overbought or oversold signals in an asset. Unlike conventional oscillators such as the RSI, the Money Flow Index incorporates both price and volume data, as opposed to just price. It can also be used to spot divergences which warn of a trend change in price. 5. Stochastic: A stochastic oscillator is range-bound, meaning it is always between 0 and 100. This makes it a useful indicator of overbought and oversold conditions. Traditionally, readings over 80 are considered in the overbought range, and readings under 20 are considered oversold. However, these are not always indicative of impending reversal; very strong trends can maintain overbought or oversold conditions for an extended period. Instead, traders should look to changes in the stochastic oscillator for clues about future trend shifts. I added some features for this popular indicator to show the stochastic crosses. 6. The famous Squeeze momentum Indicator made by @Lazybear: This is derivate of John Carter's "TTM Squeeze" volatility indicator and its very strong when using with trending indicator such a ADX. Black line (or no-line) on the midline show that the market just entered a squeeze ( Bollinger Bands are with in Keltner Channel). This signifies low volatility , market preparing itself for an explosive move (up or down). Gray line signify "Squeeze release". Mr.Carter suggests waiting till the gray line after a blackline, and taking a position in the direction of the momentum (for ex., if momentum value is above zero, go long). Exit the position when the momentum changes. ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ This script is source code protected, but you can add to your favorite list to use it. Also you can add twice to use 2 different indicators at the same time (E.g. Squeeze Momentum Indicator + ADX) An additional indicator I made (MA Hunterz + InfoPanel) is needed to not miss good entry points. Your valuable comment and feedback is much appreciated... And remember indicators can be really helpfull but always use Price Action.
Pine Script® indicator
by Liubam
4