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[REPOST] Indicators: 3 Different Adaptive Moving Averages*** NOTE: This is a repost with updated scripts to workaround the recent script engine changes **** As the volatility rises, all Adaptive Moving Averages (AMA) become more sensitive and adapt faster to the price changes. As the volatility decreases, they slow down significantly compared to normal EMA. This makes it an excellent choice for detecting ranging markets (look for horizontal lines). I have included 3 AMAs here: - Kaufman's AMA. This makes use of Kaufman's Efficiency Ratio as the smoothing constant. - Adaptive RSI. This adapts standard RSI to a smoothing constant. - Tushar Chande's Variable Index Dynamic Average (VIDYA). This uses a pivotal smoothing constant, which is fixed, and varies the speed by using a factor based on the relative volatility to increase or decrease the value of SC. For reference, I have plotted an EMA(10). This uses a fixed smoothing constant. This is my 25th indicators post (Yayy!), so decided to include a bunch of AMAs. Enjoy :) Feel free to "Make mine" and use these in your charts. Appreciate any comments / feedback.
Indicatore Pine Script®
di LazyBear
11
RedK K-MACD : a MACD with some more musclesMoving Averages are probably the most commonly used analysis tools, and MACD is possibly the first charting indicator a trader gets to learn about. MACD Basic concept ---------------------------- Without repeating all the tons of documentation about what MACD does, let's quickly re-visit the MACD concept from a 10-mile altitude (note we're keen on simplifying here rather than being technically accurate - so please forgive the use of any "common lingos") - MACD goal is to represent the distance between 2 Moving Averages (MAs) - one fast and one slow, relatively - as an unrestricted zero-based oscillator. - The value of the main MACD line is the distance, or the displacement between the 2 MA's - usually a signal line is used (which is another MA of that distance value) to enable better visualization of the change (and rate of change, since this is all depicted on a time axis) of that displacement - this represents price momentum (price movement in the recent period versus movements for a relatively longer period). - the difference between the main MACD line and its signal is then represented as a histogram above and below the zero line. in this case, that histogram is really redundant, since it shows a value that is already represented visually by the main line and its signal line. How K-MACD is different --------------------------------- K-MACD takes that simple concept of the classic MACD and expands around it - the idea is to use the same simple approach to representing price momentum while bringing in more insight to price moves in the short, medium and long terms, ability to represent more than 2 MA's and to enable better identification of tradeable patterns (like Volatility Contraction and others) - while still keeping things simple and visually clean. K-MACD is an indicator that allows us to view how price moves against 3 moving averages: a fast / slow pair, and a "market" Filter or Baseline (very long) that will be used as a flag for Bear/Bull market mode. Many traders and trading literature use the 200 day (40 week) SMA as that key filter so in total, there are 4 MA lines in K-MACD (excluding the "orange" signal line): * Price Proxy: Which is a very fast moving average that will represent the price itself - let's use a WMA(3) or something close to that here - there will be a signal line to enable better visualization of this similar to a classic MACD - that's the orange line * Fast & Slow MA's : Use whatever represents the "medium term" momentum for your trading - Some traders use 20 and 50, others use 10 and 20 .. if on your price chart, you keep using a pair of MA's for this, use the same settings in K-MACD - these will be represented by the 3-color Momentum Bars that fluctuate above and below the baseline * Filter/Baseline MA: Should be your long (Bullish/Bearish Mode) MA. so 100 or 200 or any other value you consider your market to be bearish below and bullish above. on K-MACD this is actually the blue zero line - everything else is "relative" to it Review the sample chart which explains various elements and the "price chart" setup that K-MACD represents. With K-MACD you can clean up your chart from those various Moving Averages - or use a different set than the ones you already have K-MACD represent - or other indicators (like ATR channels..etc) Other "muscles" in the K-MACD --------------------------------------------- - Relative vs Classic Calculation Mode A key issue with the classic MACD is that the displacement between the 2 moving averages is represented as "absolute or direct" values - as the price of the underlying increases with time, you can't really use these values to make useful comparison between the past and now (see below example) - also you can't use them to compare 2 different instruments. - The "Relative" calculation option in K-MACD addresses that issue by relating all "distances" to the Baseline MA as percentage (above or below) - you can see this clear when you look at the above chart the far left versus the far right and compare K-MACD with the classic MACD - the Classic option is still available - More MA "type" options for all MA lines: choose between SMA, EMA, WMA, and RSS_WMA (which i use a lot in my trading and is my default for the Price Proxy) - More Alerts: a total or 9 alerts (in 3 groups) are available with K-MACD (Momentum above or below baseline, Price Proxy crossing signal line, and Price Proxy crossing baseline) - New 52 week High / Low markers: These will show as Green/red circles on the zero line in K-MACD. this will only work for 1D timeframe and above, i'm just using a simple approach and would like to keep it that way. - i know i added some more features not covered above :) -- if you have questions about any of the settings, feel free to ask below Closing thoughts ------------------------- K-MACD is a combination of couple of indicators i published in the past (xMACD and Mo_Bars) - so you can go back and read about them if needed - I then added improvements to accommodate ideas from swing trading literature and common practices that i plan to focus on in future. So K-MACD is really part of my own trading setup. I assume here that most traders are familiar with what a MACD is - so kept this post short - if you thing we should expand more about the concepts covered here let me know in the comments - i can make some separate posts with examples and more details. I hope many fellow traders find this work useful - and feel free let me know in comments below if you do.
Indicatore Pine Script®
di RedKTrader
22
Multi Moving Average Crossing (by Coinrule)Moving Averages are among the most common trading indicators. They are straightforward to interpret and effective to use. One of the limitations of using moving averages is they can provide buy and sell signals with a relatively high lag , making it very difficult to spot the lows and tops of the trend. Moving averages calculated with a low number of periods like the MA9 (the average of the previous nine price periods) react very fast to price moves providing prompt signals. On the other side, more signals may end up with more false-signals and more trades in a loss. On the contrary, moving averages calculated with a higher number of periods like the MA100 (which considers the previous one hundred price periods) give more reliable signals, but with a delay. A system catching the crossing of the MA50 over the MA100 is a good compromise for successful long-term strategies. It provides, on average, reliable buy signals. The Multi Moving Average Crossing Strategy tries to optimize the exit without waiting for the same opposite crossing (MA50 below MA100). It uses the MA9 crossing below the MA50, instead, to spot a better time for selling. The setup is as follows. BUY when the Moving Average 50 crosses above the Moving Average 100 SELL when the Moving Average 9 crosses below the Moving Average 50 The higher is the time frame to calculate the Moving Averages, the better is the overall performance of the strategy. The 4-hour (or 6-hour) time frame seems to be the best, even if it results in fewer trades. If you want to trade more still with good results, the 1-hour time is a good compromise. Advantages of the strategy This strategy seeks to catch those that are more likely relevant uptrends and close the trade relatively quickly. More trades mean more opportunities. This is especially effective if you run the strategy on all the available coins on the market, as you could do with Coinrule. Generally, a Multi Moving Averages approach beats the classic crossing strategy involving only two Moving Averages. We backtested a sample of twenty trading pairs to assess the benefits empirically. The results show that the Multi Moving Average Strategy outperforms 13 out of 20 times has 95% higher average return has 67% higher median return The strategy assumes each order to trade 30% of the available capital and opens a trade at a time. A trading fee of 0.1% is taken into account.
Strategia Pine Script®
di Coinrule
1
Aligned Moving Average IndexMoving averages are considered as aligned when either all faster moving averages are placed above their next slower moving averages or all faster moving averages are placed below their next slower moving averages. In this script, we are considering moving averages of 5, 10, 20, 30, 50, 100 and 200. User can select different moving average types from input : sma, ema, hma, rma, vwma, wma. Moving average is considered as positively aligned when close > ma5 > ma10 > ma20 > ma30 > ma50 > ma100 > ma200 Moving average is considered as negatively aligned when close < ma5 < ma10 < ma20 < ma30 < ma50 < ma100 < ma200 Whenever there is positively aligned moving average, alignment value is considered as +1 and whenever there is negatively aligned moving average, alignment value is considered as -1. Aligned moving average index is sum of n periods of alignment value. We can optionally apply another moving average on this index to see the overall direction.
Indicatore Pine Script®
di Trendoscope
3
Forex Multi-Factor IndicatorMoving Averages (MA): Two moving averages are plotted on the chart: a fast MA (blue line) and a slow MA (red line). The fast MA is calculated using a shorter period (10 periods by default), while the slow MA is calculated using a longer period (30 periods by default). Moving averages help identify trends by smoothing out price fluctuations. When the fast MA crosses above the slow MA, it suggests a bullish trend, and when the fast MA crosses below the slow MA, it suggests a bearish trend. Relative Strength Index (RSI): The RSI indicator (orange line) is plotted on a separate axis. RSI measures the speed and change of price movements and oscillates between 0 and 100. RSI values above 70 are considered overbought, indicating a potential reversal to the downside, while RSI values below 30 are considered oversold, indicating a potential reversal to the upside. Volume Moving Average (Volume MA): The volume moving average (purple line) is plotted on the same axis as the volume. The volume moving average is calculated over a specified period (20 periods by default). Volume analysis provides insights into the strength of price movements. When the volume increases along with price movements, it suggests strong conviction from traders. Buy and Sell Signals: Buy signals (green triangle) are generated when all of the following conditions are met: The fast MA crosses above the slow MA (indicating a bullish trend). The RSI is below the oversold level (indicating potential upward momentum). The current price is above the fast MA, and the volume is higher than the volume MA (indicating positive volume trend). Sell signals (red triangle) are generated when all of the following conditions are met: The fast MA crosses below the slow MA (indicating a bearish trend). The RSI is above the overbought level (indicating potential downward momentum). The current price is below the fast MA, and the volume is lower than the volume MA (indicating negative volume trend). Overall, this multi-factor indicator combines moving averages, RSI, and volume analysis to identify potential buying and selling opportunities in the Forex market. Traders can use the signals generated by this indicator as part of their trading strategy, but it's important to consider other factors such as risk management and market conditions before making trading decisions
Indicatore Pine Script®
di griffinw18
Exponential MA Channel, Daily Timeframe (Crypto)Moving averages are some of the most common tools for traders. Some of the most widely used ones are simple moving averages (e.g. 20SMA, 50 SMA, 100 SMA, 200SMA,...). There are endless combinations of moving averages that can be used. I prefer to use exponential moving averages because they react more quickly to price data (essentially they filter back through the data over a discrete number of timesteps, with more recent history receiving the highest weighting in the final calculation). This script uses a combination of the 21EMA, 53 EMA, and 100EMA. The idea of this script is to provide insight into when an asset might be close to a local top/bottom by monitoring price within the middle channel (yellow, blue, and orange lines), as well as identifying longer timeframe opportunities to buy/sell by examining the upper (green) and lower (red) bands. Disclaimer: this is not a guarantee that if price enters a region, that it will be a top or bottom, it is simply an indicator to get an idea based on price history. As far as I know, this particular combination of exponential moving averages has not yet been published. I do not have an infinite amount of time to check through the entire library of published scripts. If someone else has already done this, I was unaware. Numerical computations were performed on ETHBTC price data in order to find the coefficients used in this script. Essentially, each EMA has a multiplier of either 1, a fraction of 1, or a number larger than 1 (these are the numbers in the script being multiplied by 'out1', 'out2', 'out3'; feel free to change these and see how this changes the indicator). I have found it to be useful for myself, and hope other people can tinker with this idea. My only wish is to allow other people to use this starting point to explore for themselves. I hope that I am allowed to publish this script without it being taken down so that others can freely use it. Recommendations: although this was fit specifically for ETHBTC, it appears useful for many crypto pairs, specifically alt-BTC pairs and crypto-USD pairs. For example, I have found it useful for BTCUSD, ETHUSD, LINKUSD, LINKBTC, ETHBTC, ADABTC, etc. Only use on the DAILY timeframe.
Indicatore Pine Script®
di memotyka9009
Moving Average Speed Can Spot Turns Before They HappenMoving averages are perhaps the most common indicator in the world of technical analysis, highlighting trends over time by smoothing out values. Because they show direction, moving averages inevitably rise or fall. These changes are often obvious in retrospect, but now they can be spotted as they happen with our MA Speed script. This indicator calculates one of five kinds of moving averages (including exponential and volume-weighted). Users can set the length (50-day SMA by default). They can even pick whether it calculates based on open, high, low, close, etc. (Close is the default.) MA Speed plots the simple 1-day percentage change similar to an oscillator at the bottom of the chart, color-coding for positive or negative values. The chart above applies MA Speed to the S&P 500 . The result is pretty interesting because we can see how its 50-day SMA was falling at 0.67 percent in March, the fastest decline since December 2008. But this month it’s flattened quickly and is on pace to turn higher in the next session or two.
Indicatore Pine Script®
di TradeStation
11
Rainbow Collection - VioletMoving averages come in all shapes and types. The most basic type is the simple moving average which is simply the sum divided by the quantity. Therefore, the simple moving average is the sum of the values divided by their number. In technical analysis, you generally use moving averages to understand the underlying trend and to find trading signals. In the case of the Violet indicator, we are using a Hull moving average which is a special variation based on different weights to minimize lag. The Violet indicator is therefore used as follows: * A bullish signal is generated whenever the close price surpasses the 20-period Hull moving average while the previous close prices from periods were all below their respective Hull moving average of the period. *A bearish signal is generated whenever the close price breaks the 20-period Hull moving average while the previous close prices from periods were all above their respective Hull moving average of the period. The aim of the Violet indicator is to capture reversals as early as possible through a combination of lagged conditions based on the Fibonacci sequence.
Indicatore Pine Script®
di Sofien-Kaabar
1