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Moving Average Convergence / Divergence (MACD)

DCA After Downtrend (by BHD_Trade_Bot)The purpose of the strategy is to identify the end of a short-term downtrend . So that you can easily to DCA certain amount of money for each month. ENTRY The buy orders are placed on a monthly basis for assets at the end of a short-term downtrend: - Each month condition: In 1-hour time frame, each month has 240 candles - The end of short-term downtrend condition: use MACD for less delay CLOSE The sell orders are placed when: - Is last bar The strategy use $1000 and trading fee is 0.1% for each order. Pro tip: The 1-hour time frame for TSLA has the best results on average: - Total spent: $1000 x 85 = $85,000 - Total profit: $790,556
Pine Script™ strategy
by BHD_Trade_Bot
TARVIS Labs - Bitcoin Macro Bottom/Top SignalsSCRIPT DESCRIPTION This is a script specifically written to help provide indicators from a macro view. This script is best run on the 1 day interval on Bitstamp's $BTCUSD chart. It helps indicate when to accumulate bitcoin, and when its in a bull run when there are local tops, strong top warnings, and a signal to exit a bull run. This is described further below. If you don't have interest in trading on the way to the top I suggest turning off the following indicators in the settings of the indicator: - Opportunity To Buy Back In Indicator - Local Top Near Bull Run Top Indicator ACCUMULATION ZONE INDICATOR - LIGHT GREEN Description When we look at the history of Bitcoin every bottom has crossed below the 100 week EMA. Once it does its accompanied by hash ribbon cross with miner capitulation. After that is the prime time to accumulate as theres a clearer signal the bottom is in. Specifically, a signal to look for is the 14 day MACD/signal cross and the 14 day MACD continuing to stay above the signal until the price returns above the 100 week EMA. This is prime accumulation territory. Strategy for Usage A good strategy to use when accumulating the bottom is dollar-cost averaging over a 30 day period. The accumulation zone can last longer than 30 days but 30 days is a good range of time to DCA. STRONG BUY IN ACCUMULATION ZONE INDICATOR - DARK GREEN Description We can add to the bottoming signal by looking for post-downtrend reversals inside the bottoming signal. We do this by using a 9/19 daily cross. Strategy for Usage These post-downtrend reversals can potentially provide better targeted days for accumulation than the broader bottoming signal and can be used to add more on that day than on an average day for the dollar cost average strategy. Say for example, use 1/3 of funds on these days rather than 1/30th. OPPORTUNITY TO BUY BACK IN INDICATOR - BLUE Description When the 1d 18 EMA > 1d 63 EMA and the 12/52 1d crosses. These together provide good buy opportunities to buy bitcoin. Strategy for Usage If you happen to find yourself out of the market from your own TA or a trade, this signal can provide a buy opportunity to reenter the market if you're out of it. BULL RUN LOCAL TOP INDICATOR - ORANGE Description We will similarly use the 100 week EMA to determine trend reversal into a bull run. When we see the 100 week EMA uptrending, we can begin to look for local tops using the 9/19 daily MACD/signal bearish cross along with the 12 EMA having a negative slope, which could be the beginning signal for a local top. Strategy for Usage This is a rather light indicator, but can be used in tandem with your own technical analysis to determine if you want to reenter after you exit from its signal. LOCAL TOP NEAR BULL RUN TOP INDICATOR - RED Description When the 100 week EMA is in an uptrend we can look for significant loss of momentum in order to determine if a local top is in near a bull run top. Similar to the Bull Run Local Top Indicator, this strategy uses a MACD/signal cross but instead uses the 30/65 day EMAs. Strategy for Usage Ideally the right strategy to use here is to exit the market when this indicator starts. When the indicator ends if the "End of Bull Run Indicator" is not showing on the chart you can buy back into the market. TOP IS LIKELY IN INDICATOR Description When the 100 week EMA is in a very strong uptrend and the 9/19 weekly MACD/signal bearish cross occurs, and the 63 EMA begins to downtrend. Strategy for Usage This signal typically accompanies the "Local Top Near Bull Run Top Indicator" therefore if you're following the strategy you would likely already be out of the market, but if you're not and this signal fires its a strong signal the top is in and we're likely going to start seeing a strong retrace. This is typically right before we see the "End of Bull Run Indicator". There is only one occurrence where it wasn't followed by a large drop & the "End of Bull Run Indicator" and that was in the 2017 bull run where there were many strong retracements post local top. The likelihood we see that again is low, but if it were to happen you can buy back into the market when the "Top is Likely In Indicator" and the "Local Top Near Bull Run Top Indicator" are not firing. TOP IS LIKELY IN INDICATOR Description When the 100 week EMA is in a strong uptrend and the 9/19 weekly MACD/signal bearish cross occurs, and the 63 EMA begins to downtrend. Strategy for Usage This signal typically accompanies the "Local Top Near Bull Run Top Indicator" therefore if you're following the strategy you would likely already be out of the market, but if you're not and this signal fires its a strong signal the top is in and we're likely going to start seeing a strong retrace. This is typically right before we see the "End of Bull Run Indicator". There is only one occurrence where it wasn't followed by a large drop & the "End of Bull Run Indicator" and that was in the 2017 bull run where there were many strong retracements post local top. The likelihood we see that again is low, but if it were to happen you can buy back into the market when the "Top is Likely In Indicator" and the "Local Top Near Bull Run Top Indicator" are not firing. END OF BULL RUN INDICATOR Description When the 100 week EMA is in an uptrend and the 1d 18 EMA crosses the 1d 63 EMA. Strategy for Usage When the 100 week EMA is a strong uptrend and the 18/63 cross occurs the top is very likely in. It has occurred in every bull run top leading to the bear market.
Pine Script™ indicator
by arrash0x
MACD ModifiedIn an attempt to improve the MACD for trading, I have added an alternative way to calculate the MACD Line and Overbought/Oversold (OB/OS) lines to filter signals. The alternate calculation I named "Modified" and put the option to select it under "MACD Calculation" in the input menu. Traditionally the MACD is calculated as fastEMA - slowEMA, for "Modified" I changed the calculation to ((fastEMA - slowEMA) / slowEMA * 100). The goal of this change is to view the difference in MA as a percent of the slow. The hope is that this will compensate for securities that have had major gains or losses in their history. For the OB/OS lines, I coded in three different ways to calculate them. Users can select which method they prefer in the input menu. The first is through pivot points. The script records the pivot points into an array and takes the average of the array. There are two arrays, one for the OB line and one for the OS line. I also added filters so it will only record pivots above/below a specific value. The crosses on the indicator are for debugging purposes only. They mark the pivots that were recorded into the arrays. The crosses are offset by the pivot strength and do not provide timely indications. All inputs are adjustable for the pivots in the "Pivots" section of the input menu. The second method for the OB/OS lines I added is Bollinger Bands. The user can choose to put it around the Signal or MACD line. The final method added is simply using the previous high/low pivot of the MACD line.
Pine Script™ indicator
by Ronald_Ryninger
10
Range Strat - MACD/RSIThis strategy uses a trend based indicator (MACD) for entry/exit signals with a momentum oscillator (RSI) to act as confirmation. Although relying on a trend based indicator this has been created for range bound crypto markets, which have been in a period of chop since June 2022. Long/Short signals are generated from MACD with the RSI oscillator thresholds suppressing entries at price extremes. This is not a mean reversion RSI strategy! As the indicators are contrary to each other you will need to be generous with the RSI settings in order for signals to trigger. Strategy is designed for use on the 4h timeframe, it may work well on higher timeframes, but lower time frames will lead to false signals. Use fixed percentage of equity for order size to capture the compounding effect. As a reversal strategy bear in mind that should market trend strongly in either direction stops will be required. The RSI thresholds can be tailored to provide higher frequency or safer signals. Similarly tweaking MACD settings will provide earlier/more frequent or safer signals. As this is intended to enter near range high / low you should check the visual cues to ensure a ping-pong effect is observed, so that peaks and troughs are captured. Once an observable range is established the strategy works well across a range of crypto markets, The script is open source, so feel free to amend as you wish. Using a different momentum oscillator may provide better results. I have prior coding experience, but first time using PineScript was last night, so it's not very tidy. I will update this with some additional customisation and TP/SL in the near future. Usage: Range bound markets Markets: Cryptocurrency Alts/BTC/ETH Timeframe: 4h
Pine Script™ strategy
by kuhoerk
8
Take Profit On Trend v2 (by BHD_Trade_Bot)The purpose of strategy is to detect long-term uptrend and short-term downtrend so that you can easy to take profit. The strategy also using BHD unit to detect how big you win and lose, so that you can use this strategy for all coins without worry about it have different percentage of price change. ENTRY The buy order is placed on assets that have long-term uptrend and short-term downtrend: - Long-term uptrend condition: ema200 is going up - Short-term downtrend condition: 2 last candles are down price (use candlestick for less delay) CLOSE The sell order is placed when take profit or stop loss: - Take profit: price increase 2 BHD unit - Stop loss: price decrease 3 BHD unit The strategy use $1000 for initial capital and trading fee is 0.1% for each order. Pro tip: The 1-hour time frame for ETH/USDT has the best results on average.
Pine Script™ strategy
by BHD_Trade_Bot
2
Divergence MACD Sign/Alert [MsF]MACD divergence sign & alert notification. With this router, you can choose which further indicators you want to see divergence in MACD. In addition, in order to improve visibility, the sub-window is designed to display only the selected index and diversity. Lookback Bars: When detecting divergence, you can set how many bars to look back in the past. -------------- MACDダイバージェンスのサイン＆アラートインジケータです。 このインジケータでは、MACDの中でさらにどの指標のダイバージェンスを見るか選択できます。"MACD"、"Signal"、"ヒストグラム"の3つから選べます。 なお、サブウィンドウには可視性向上のため、選択した指標とダイバージェンスのみを表示する仕様としています。 ■設定について Lookback Bars：ダイバージェンス検出する場合に、何個のバーを過去にさかのぼるか設定できます。
Pine Script™ indicator
by Trader_Morry
1
Ichimoku Cloud with MACD (By Coinrule)The Ichimoku Cloud is a collection of technical indicators that show support and resistance levels, as well as momentum and trend direction. It does this by taking multiple averages and plotting them on a chart. It also uses these figures to compute a “cloud” that attempts to forecast where the price may find support or resistance in the future. The Ichimoku Cloud was developed by Goichi Hosoda, a Japanese journalist, and published in the late 1960s. It provides more data points than the standard candlestick chart. While it seems complicated at first glance, those familiar with how to read the charts often find it easy to understand with well-defined trading signals. The Ichimoku Cloud is composed of five lines or calculations, two of which comprise a cloud where the difference between the two lines is shaded in. The lines include a nine-period average, a 26-period average, an average of those two averages, a 52-period average, and a lagging closing price line. The cloud is a key part of the indicator. When the price is below the cloud, the trend is down. When the price is above the cloud, the trend is up. The above trend signals are strengthened if the cloud is moving in the same direction as the price. For example, during an uptrend, the top of the cloud is moving up, or during a downtrend, the bottom of the cloud is moving down. The MACD is a trend following momentum indicator and provides identification of short-term trend direction. In this variation it utilises the 12-period as the fast and 26-period as the slow length EMAs, with signal smoothing set at 9. This strategy combines the Ichimoku Cloud with the MACD indicator to better enter trades. Long/Short orders are placed when three basic signals are triggered. Long Position: Tenkan-Sen is above the Kijun-Sen Chikou-Span is above the close of 26 bars ago Close is above the Kumo Cloud MACD line crosses over the signal line Short Position: Tenkan-Sen is below the Kijun-Sen Chikou-Span is below the close of 26 bars ago Close is below the Kumo Cloud MACD line crosses under the signal line The script is backtested from 1 June 2022 and provides good returns. The strategy assumes each order is using 30% of the available coins to make the results more realistic and to simulate you only ran this strategy on 30% of your holdings. A trading fee of 0.1% is also taken into account and is aligned to the base fee applied on Binance. This script also works well on MATIC (1h timeframe), AVA (45m timeframe), and BTC (30m timeframe).
Pine Script™ strategy
by Coinrule
MTF MACD BarOVERVIEW This indicator shows MACD(Moving Average Convergence/Divergence) is up or down, represented by a bar. This indicator is compatible with MTF. CONCEPTS What do you want to know about market analysis? Do you want a hard analysis? You can look for it. All I want to know is whether the commonly known technical analysis is 'UP' or 'DOWN'. All I want to know is whether the current market price is going up or down. Not only for the current, but also for the monthly, weekly, and daily status. I want to make a decision in a moment. Without even thinking about it. That is why I created a color-coded bar indicator to show the status. No need to frown anymore. DETAILS You need more information about MACD, click here. tradingview.com MACD histogram Green ⇒ Bar is green. MACD histogramRed ⇒ Bar is red.
Pine Script™ indicator
by FX_masa
1
Normalized MACD with RSI [bkeevil]This indicator normalizes the MACD and RSI indicators to a range between -1.0 and 1.0 so they can be displayed together on the same chart to save screen real-estate. While the MACD is a good indicator to detect trend changes, in some circumstances (such as a sideways range market) it can give false signals. The MACD is more likely to give a false signal when the RSI indicator is close to the centerline than if the RSI is signaling an overbought or oversold condition. Thus the RSI indicator and MACD indicator are commonly used together. I have included a few features found in other MACD indicators that I have found helpful: MACD line changes color if it is rising or falling Dots at the MACD line to signal crossovers The MACD signal line is hidden it by default as the information it contains is redundant. Hiding the signal line makes the indicator less busy.
Pine Script™ indicator
by bkeevil
Smoother Momentum MACD w/ DSL [Loxx]Smoother Momentum MACD w/ DSL uses two different EMA calculations to derive momentum and then calculates the MACD between those momentum outputs. This indicator uses a variation of Discontinued Signal Lines for the breakout/breakdown/reversal signals . There are three different signal types: middle, levels, and slope. I've also added alerts and signals. The discontinued signal lines can be smoothed using EMA or Fast EMA. What are DSL Discontinued Signal Line? A lot of indicators are using signal lines in order to determine the trend (or some desired state of the indicator) easier. The idea of the signal line is easy : comparing the value to it's smoothed (slightly lagging) state, the idea of current momentum/state is made. Discontinued signal line is inheriting that simple signal line idea and it is extending it : instead of having one signal line, more lines depending on the current value of the indicator. "Signal" line is calculated the following way : When a certain level is crossed into the desired direction, the EMA of that value is calculated for the desired signal line When that level is crossed into the opposite direction, the previous "signal" line value is simply "inherited" and it becomes a kind of a level This way it becomes a combination of signal lines and levels that are trying to combine both the good from both methods. In simple terms, DSL uses the concept of a signal line and betters it by inheriting the previous signal line's value & makes it a level. Included: Loxx's Expanded Source Types Alerts Signals Bar coloring Other momentum indicators CFB-Adaptive Velocity Histogram Variety-Filtered, Squeeze Moving Averages William Blau Ergodic Tick Volume Indicator (TVI)
Pine Script™ indicator
by loxx
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
Pine Script™ indicator
by loxx
Digital Kahler MACD [Loxx]Digital Kahler MACD is a MACD indicator that uses an extreme noise reduction algorithm by Philipp Kahler. For our purposes here, we call it Digital Kahler. What is Digital Kahler? From Philipp Kahler's article for www.traders-mag.com, August 2008. "A Classic Indicator in a New Suit: Digital Stochastic" Digital Indicators Whenever you study the development of trading systems in particular, you will be struck in an extremely unpleasant way by the seemingly unmotivated indentations and changes in direction of each indicator. An experienced trader can recognise many false signals of the indicator on the basis of his solid background; a stupid trading system usually falls into any trap offered by the unclear indicator course. This is what motivated me to improve even further this and other indicators with the help of a relatively simple procedure. The goal of this development is to be able to use this indicator in a trading system with as few additional conditions as possible. Discretionary traders will likewise be happy about this clear course, which is not nerve-racking and makes concentrating on the essential elements of trading possible. How Is It Done? The digital stochastic is a child of the original indicator. We owe a debt of gratitude to George Lane for his idea to design an indicator which describes the position of the current price within the high-low range of the historical price movement. My contribution to this indicator is the changed pattern which improves the quality of the signal without generating too long delays in giving signals. The trick used to generate this “digital” behavior of the indicator. It can be used with most oscillators like RSI or CCI. First of all, the original is looked at. The indicator always moves between 0 and 100. The precise position of the indicator or its course relative to the trigger line are of no interest to me, I would just like to know whether the indicator is quoted below or above the value 50. This is tantamount to the question of whether the market is just trading above or below the middle of the high-low range of the past few days. If the market trades in the upper half of its high-low range, then the digital stochastic is given the value 1; if the original stochastic is below 50, then the value –1 is given. This leads to a sequence of 1/-1 values – the digital core of the new indicator. These values are subsequently smoothed by means of a short exponential moving average. This way minor false signals are eliminated and the indicator is given its typical form. Included: Bar coloring Signals Alerts Loxx's Expanded Source Types Loxx's Moving Averages
Pine Script™ indicator
by loxx
MAPM-V1Greetings dear traders! I would like to introduce you the script for testing the strategy by crossing two signal EMAs based on the MACD indicator. In the strategy itself: The entry is made as a percentage of the deposit by EMA crossings. There are additional purchases, they are set from the entry price for a given percentage in the opposite direction of the transaction. The distance in percentage from the entry price, on which the additional purchase is exposed, is set in the StepAddPurchases parameter. The Martingale parameter increases the initially purchased amount of the base traded cryptocurrency in each additional purchase. The essence of the strategy is to trade a large number of pairs in order to diversify risks and obtain a stable income. It is desirable to enter each trading pair with a small percentage of the deposit. The optimization result shows the trading result for the period of 5000 bars (the platform does not give more history) on 10% of the deposit for the first transaction, the addition will also take place on initially bought amount of base traded cryptocurrency, multiplied by the martingale parameter, raised by the number of addition. The strategy will still be updated, so see you soon!
Pine Script™ strategy
by TradingSoft_tech
2
Nyquist Moving Average (NMA) MACD [Loxx]Nyquist Moving Average (NMA) MACD is a MACD indicator using Nyquist Moving Average for its calculation. What is the Nyquist Moving Average? A moving average outlined originally developed by Dr . Manfred G. Dürschner in his paper "Gleitende Durchschnitte 3.0". In signal processing theory, the application of a MA to itself can be seen as a Sampling procedure. The sampled signal is the MA (referred to as MA.) and the sampling signal is the MA as well (referred to as MA). If additional periodic cycles which are not included in the price series are to be avoided sampling must obey the Nyquist Criterion. It can be concluded that the Moving Averages 3.0 on the basis of the Nyquist Criterion bring about a significant improvement compared with the Moving Averages 2.0 and 1.0. Additionally, the efficiency of the Moving Averages 3.0 can be proven in the result of a trading system with NWMA as basis. What is the MACD? Moving average convergence divergence (MACD) is a trend-following momentum indicator that shows the relationship between two moving averages of a security’s price. The MACD is calculated by subtracting the 26-period exponential moving average (EMA) from the 12-period EMA. The result of that calculation is the MACD line. A nine-day EMA of the MACD called the "signal line," is then plotted on top of the MACD line, which can function as a trigger for buy and sell signals. Traders may buy the security when the MACD crosses above its signal line and sell—or short—the security when the MACD crosses below the signal line. Moving average convergence divergence (MACD) indicators can be interpreted in several ways, but the more common methods are crossovers, divergences, and rapid rises/falls. Included Bar coloring 2 types of signal output options Alerts Loxx's Expanded Source Types
Pine Script™ indicator
by loxx
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 :)
Pine Script™ indicator
by theehoganator
7
Fisher Transform of MACD w/ Quantile Bands [Loxx]Fisher Transform of MACD w/ Quantile Bands is a Fisher Transform indicator with Quantile Bands that takes as it's source a MACD. The MACD has two different source inputs for fast and slow moving averages. What is Fisher Transform? The Fisher Transform is a technical indicator created by John F. Ehlers that converts prices into a Gaussian normal distribution. The indicator highlights when prices have moved to an extreme, based on recent prices. This may help in spotting turning points in the price of an asset. It also helps show the trend and isolate the price waves within a trend. What is Quantile Bands? In statistics and the theory of probability, quantiles are cutpoints dividing the range of a probability distribution into contiguous intervals with equal probabilities, or dividing the observations in a sample in the same way. There is one less quantile than the number of groups created. Thus quartiles are the three cut points that will divide a dataset into four equal-size groups (cf. depicted example). Common quantiles have special names: for instance quartile, decile (creating 10 groups: see below for more). The groups created are termed halves, thirds, quarters, etc., though sometimes the terms for the quantile are used for the groups created, rather than for the cut points. q-Quantiles are values that partition a finite set of values into q subsets of (nearly) equal sizes. There are q − 1 of the q-quantiles, one for each integer k satisfying 0 < k < q. In some cases the value of a quantile may not be uniquely determined, as can be the case for the median (2-quantile) of a uniform probability distribution on a set of even size. Quantiles can also be applied to continuous distributions, providing a way to generalize rank statistics to continuous variables. When the cumulative distribution function of a random variable is known, the q-quantiles are the application of the quantile function (the inverse function of the cumulative distribution function) to the values {1/q, 2/q, …, (q − 1)/q}. What is MACD? Moving average convergence divergence ( MACD ) is a trend-following momentum indicator that shows the relationship between two moving averages of a security’s price. The MACD is calculated by subtracting the 26-period exponential moving average ( EMA ) from the 12-period EMA . Included: Zero-line and signal cross options for bar coloring, signals, and alerts Alerts Signals Loxx's Expanded Source Types 35+ moving average types
Pine Script™ indicator
by loxx