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Simple Moving Average (SMA)

Clutter-Filtered, D-Lag Reducer, Spec. Ops FIR Filter [Loxx]Clutter-Filtered, D-Lag Reducer, Spec. Ops FIR Filter is a FIR filter moving average with extreme lag reduction and noise elimination technology. This is a special instance of a static weight FIR filter designed specifically for Forex trading. This is not only a useful indictor, but also a demonstration of how one would create their own moving average using FIR filtering weights. This moving average has static period and weighting inputs. You can change the lag reduction and the clutter filtering but you can't change the weights or the numbers of bars the weights are applied to in history. Plot of weighting coefficients used in this indicator These coefficients were derived from a smoothed cardinal sine weighed SMA on EURUSD in Matlab. You can see the coefficients in the code. What is Normalized Cardinal Sine? The sinc function sinc (x), also called the "sampling function," is a function that arises frequently in signal processing and the theory of Fourier transforms. In mathematics, the historical unnormalized sinc function is defined for x ≠ 0 by sinc x = sinx / x In digital signal processing and information theory, the normalized sinc function is commonly defined for x ≠ 0 by sinc x = sin(pi * x) / (pi * x) What is a Generic or Direct Form FIR Filter? In signal processing, a finite impulse response (FIR) filter is a filter whose impulse response (or response to any finite length input) is of finite duration, because it settles to zero in finite time. This is in contrast to infinite impulse response (IIR) filters, which may have internal feedback and may continue to respond indefinitely (usually decaying). The impulse response (that is, the output in response to a Kronecker delta input) of an Nth-order discrete-time FIR filter lasts exactly {\displaystyle N+1}N+1 samples (from first nonzero element through last nonzero element) before it then settles to zero. FIR filters can be discrete-time or continuous-time, and digital or analog. A FIR filter is (similar to, or) just a weighted moving average filter, where (unlike a typical equally weighted moving average filter) the weights of each delay tap are not constrained to be identical or even of the same sign. By changing various values in the array of weights (the impulse response, or time shifted and sampled version of the same), the frequency response of a FIR filter can be completely changed. An FIR filter simply CONVOLVES the input time series (price data) with its IMPULSE RESPONSE. The impulse response is just a set of weights (or "coefficients") that multiply each data point. Then you just add up all the products and divide by the sum of the weights and that is it; e.g., for a 10-bar SMA you just add up 10 bars of price data (each multiplied by 1) and divide by 10. For a weighted-MA you add up the product of the price data with triangular-number weights and divide by the total weight. Ultra Low Lag Moving Average's weights are designed to have MAXIMUM possible smoothing and MINIMUM possible lag compatible with as-flat-as-possible phase response. What is a Clutter Filter? For our purposes here, this is a filter that compares the slope of the trading filter output to a threshold to determine whether to shift trends. If the slope is up but the slope doesn't exceed the threshold, then the color is gray and this indicates a chop zone. If the slope is down but the slope doesn't exceed the threshold, then the color is gray and this indicates a chop zone. Alternatively if either up or down slope exceeds the threshold then the trend turns green for up and red for down. Fro demonstration purposes, an EMA is used as the moving average. This acts to reduce the noise in the signal. What is a Dual Element Lag Reducer? Modifies an array of coefficients to reduce lag by the Lag Reduction Factor uses a generic version of a Kalman velocity component to accomplish this lag reduction is achieved by applying the following to the array: 2 * coeff - coeff The response time vs noise battle still holds true, high lag reduction means more noise is present in your data! Please note that the beginning coefficients which the modifying matrix cannot be applied to (coef whose indecies are < LagReductionFactor) are simply multiplied by two for additional smoothing . Things to note Due to the computational demands of this indicator, there is a bars back input modifier that controls how many bars back the indicator is calculated on. Because of this, the first few bars of the indicator will sometimes appear crazy, just ignore this as it doesn't effect the calculation. Related Indicators STD-Filtered, Ultra Low Lag Moving Average Included Bar coloring Loxx's Expanded Source Types Signals Alerts
Pine Script™ Indikator
von loxx
4
The Hummingbird - MA Ribbon by Joe (EMA, SMA, SMMA, WMA, VWMA)Tired of having to add multiple moving average indicators to your chart? Well, stop doing that. No, really. Listen. Adding duplicate indicators is totally not cool. And, it won't go over well at the next HOA meeting if you keep doing it. Here's the sweet moving average ribbon you've been waiting for (with 1-10 moving average lines!). It will make your charts look much cooler 😎. And you'll gain the respect of all your neighbors if you add it to your charts. In all seriousness, this is a slimmed-down version of my other super-awesome script with a stupid name, "Joe's Ultimate MA Ribbon (w/ Crossover Triggers)." Basically, I removed the crossover signals from it and changed the name to a much superior name, "The Hummingbird." Yeah. Right on. So, if you don't want or need the crossover signals, go right on humming with "The Hummingbird." Enjoy, friends. 🍻 If you still want the original ribbon with crossover signals, get it here . Options: Show/Hide MA Lines: Only show the lines you wanna see. No more. No less. MA Type (can be different for each line!): EMA , SMA , SMMA (RMA), WMA , VWMA MA Source (for each line): open, close, high, low, hl2 , hlc3, ohlc4, hlcc4 MA Length (for each line): any number between 1 and 4999 Line Colors: Ooh, pretty.
Pine Script™ Indikator
von crypto-with-joe
4
RSI SMA Crossover StrategyOverview RSI SMA Crossover Strategy works the same way as traditional MA crossover strategies, but using RSI instead of price. When RSI crosses over the SMA, a long position is opened (buy). When RSI crosses under the SMA, the long position is closed (sell). This strategy can be very effective when the right inputs are used (see below). Be sure to use the backtesting tool to determine the optimal parameters for a given asset/timeframe. Inputs/Parameters RSI Length: length for RSI calculation (default = 50) SMA Length: length for SMA calculation (default = 25) Strategy Properties Initial Capital = $1000 No default properties are defined for Slippage, Commission, etc, so be sure to set these values to get accurate backtesting results. This script is being published open-source for a reason - save yourself a copy and adjust the settings as you like! Backtesting Results Testing on Bitcoin (all time index) 1D chart, with all default parameters. $1,000 initial investment on 10/07/2010 turns into almost $2.5 billion as of 08/30/2022 (compared to $334 million if the initial investment was held over the same period) Remember, results can vary greatly based on the variables mentioned above, so always be sure to backtest.
Pine Script™ Strategie
von reees
4
CL PMAThis is and indicator Using SMAs of the High+Low+Close/3 pivot point strategy outlines by Mark Fisher. This indicator is meant to be used as another layer adding confirmation to the ACD system. I mostly use this script to track Crude Oil ( CL ) but it can be used for many other products . However, this indicator is most useful in volatile markets. This is not meant to be used as a primary indicator but rather third level of confirmation after ACD and Number lines outlined by Mark Fishers system.
Pine Script™ Indikator
von Mreg36
München's Momentum WaveMUNICH'S MOMENTUM WAVE: This momentum tracker has features sampled from Madrid's moving average ribbon but has differentiated many values, parameters, and usage of integers. It is derived using momentum and then creates moving averages and mean lengths to help support the strength of a move in price action, and also has the key mean length that helps determine HL/LH or rejections into trend continuation. This indicator works on ALL TIME FRAMES, ALL ASSET CLASSES ON ALL SETTINGS!! HOW DO I USE IT? *First off, I have arranged the input settings into groups based on the parts of the indicator it affects. *You want to use the aqua/white/yellow (Munich's line) as your leading indicator, this is a combined average of the MoM indicator. * When using Munich's line you want to look at the relation to the mean line (the flat line that adjusts based on price action. You will often see rejections of this line into trend continuation. I personally have caught perfect LH/HL bounce trades off of this indicator. * Use the Background and other colored moving averages to help pre-determine moves based on the -3 offset value of Munich's line. This was by design not to create 'accurate' results, but to help predict momentum swings based on sharper moves in price action better than if all values lined up to the current bar. Cheat Code's Notes: I hope you guys find this indicator to be useful, this is most likely the best indicator that I have written. Simply for the fact it is useful on any chart, any timeframe with any setting. If you guys have any issues with it, shoot me a pm or drop a comment. Thanks! -CheatCode1 BINANCE:BTCUSDT BITSTAMP:ETHUSD BITSTAMP:BTCUSD PEPPERSTONE:JPYX TVC:DXY TVC:NDQ AMEX:SPY
Pine Script™ Indikator
von CheatCode1
1
Short Term RSI and SMA Percentage ChangeThis strategy utilises common indicators like RSI and moving averages in order to enter and exit trades. The Relative Strength Index (RSI) is a momentum indicator that has a value between 0 and 100, where a value greater than 70 is considered overbought and a value less than 30 is oversold. If the RSI value is above or below these values, then it can signal a possible trend reversal. The second indicator used in this strategy is the Simple Moving Average (SMA). A SMA is an arithmetic moving average calculated by adding recent prices and then dividing that figure by the number of time periods in the calculation average. For example, one could add the closing price of a coin for a number of time periods and then divide this total by that same number of periods. Short-term averages respond quickly to changes in the price of the underlying coin, while long-term averages are slower to react. Long/Exit orders are placed when three basic signals are triggered. Long Position: RSI is greater than 50 MA9 is greater than MA100 MA9 increases by 6% Exit Position: Price increases 5% trailing Price decreases 5% trailing The script is backtested from 1 May 2022 and provides good returns. 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 AVAX 45m/1h, MATIC 15m/45m/1h and ETH 4h.
Pine Script™ Strategie
von Coinrule
1
Stochastic Rsi+Ema - Auto Buy Scalper Scirpt v.0.3Simple concept for a scalping script, written for 5 minute candles, optimized for BTC. 1st script I've created from scratch, somewhat from scratch. Also part of the goal of this one is to hold coin as often as possible, whenever it's sideways or not dropping significantly. Designed to buy on the stochastic bottoms (K>D and rising, and <17) Then and sell after 1 of 3 conditions; a. After the price goes back up at least 1 % and then 1-2 period ema reversal b. After the rsi reversal (is dropping) and K<D Flip c. Stop loss at -1.5%
Pine Script™ Strategie
von TechYes069
4
Moving Averages Ribbon (7 EMAs/SMAs)This Indicator provides a combination which is suitable for visualizing many Simple Moving Averages (SMAs) and Exponential Moving Averages (EMAs). There are 7 possible periods 5,9,20,50,100,200,250. There is a possibility to show only EMAs or only SMAs or both. EMAs have thinner curves by default, to be able to distinguish them from SMAs. Additionally, there are highlighted channels between the MAs of the highs and the MAs of the lows, showing a channel of specific moving averages. It comes with a presetting showing EMAs 5,9,20,50,200 and SMAs 9,20,50,200, while the MA channels are only visible for 9 and 50. EMAs: SMAs: Both
Pine Script™ Indikator
von Thrax93
Multi Type RSI [Misu]█ This Indicator is based on RSI ( Relative Strength Index ) & multiple type of MA (Moving Average) to show different variations of RSI. The relative strength index (RSI) is a momentum indicator used in technical analysis to evaluate overvalued or undervalued conditions in the price of that security. █ Usages: The purpose of this indicator is to obtain the RSI calculated with different MAs modes instead of the classic RMA. The red and green zones indicate the oversold and overbought zones. Buy or sell signals are marked by the green and red circles We have 2 different signal modes : when the different size RSIs cross and when the fast RSI crosses the extreme bands. Alerts are setup. █ Parameters: Lenght RSI: The lenght of the RSI. (14 by default) RSI MA Type: The type of MA with which the rsi will be calculated. ("SMA", "EMA", "SMMA (RMA)", "WMA", "VWMA") Fast Lenght MA: The fast lenght smoothing MA. Slow Lenght MA: The Slow lenght smoothing MA. Lower Band: The lenght of the lower band. (25 by default) Upper Band: The lenght of the upper band. (75 by default) Signal Type: The mode with which buy and sell signals are triggered. ("Cross 2 Mas", "Cross Ma/Bands")
Pine Script™ Indikator
von Fontiramisu
3
Moving Averages Proximity Oscillator [LuxAlgo]This indicator returns the percentage or count of prices greater than simple moving averages with periods in a user set range, as well as the moving average period that is the closest to price values. Settings Minimum Length: Minimum SMA period Maximum Length: Maximum SMA period Smooth: Control the degree of smoothness of the indicator outputs Normalized: Normalize the indicator outputs in a range (0, 100) Src: Input source of the indicator Usage The indicator returns two outputs. The "Price Above MA's" output returns for a current price value the number of times this one is greater than simple moving averages with periods ranging from Minimum Length to Maximum Length . This oscillator can be expressed as a percentage if Normalized is selected. This oscillator allows identifying the direction of an underlying trend in the price. Higher Minimum Length and Maximum Length settings will return indications regarding longer term price variations, while shorter ranges will return less detailed outputs. This can be seen in the chart above where Minimum Length = 80 to Maximum Length = 100 . The "Proximity Index" output on the other end does not return information regarding the direction of an underlying trend but the period of the simple moving average with periods ranging from Minimum Length to Maximum Length that is the closest to the current price value. For various simple moving averages of differing periods, we can see that SMA's with shorter periods will tend to stay closer to the price, when price start reverting it will reach higher periods moving averages. As such, this second indicator output can help identify the start of new trends, with higher values indicating price is reverting toward longer-term moving averages, suggesting a new trend forming.
Pine Script™ Indikator
von LuxAlgo
8
Multiple Moving Avg MTF TableThis script replaces the other script that was just the SMAs that where in a Multi Time Frame Table as this was a redo of that one and this one is SO MUCH MORE!!!! Not only does this one do the Simple Moving Avg 5, 10, 20, 50, 120, 200 into a table that shows Current/Hourly/Daily/Weekly/Monthly/Quarterly ( 3M )/ Yearly. It now does Exponential Moving Avg , Weighted Moving Avg , and Volume Weight Moving Avg along with Simple Moving Avg. I still use this script so that you can quickly capture the values so that short-term, and long-term resistance and support can be determined during market hours. Even better now you can select between SMA / EMA / WMA /or VWMA . imgur.com The table will change to the values based on the Choice of the type of Moving Avg and if you change the default values. Now it will take a little bit for the table to show up, so please be patient. I have tested it with stocks, forex, and crypto.
Pine Script™ Indikator
von jbritton001
8
Qullamaggie Daily with ADR% and Compression RangeQullamaggie Daily This Indicator is a Combination of Moving Averages (Simple and Exponential) as definied from Qullamaggie and used in his TC2000 Setup Moving Averages: - The Moving Averages are Guidelines for the current Trend and are not decive for the Entry - They shall be a quick view and visual assistance to find strong momentum stock that are currently in a Phase of a "Flag Pattern" ADR% 20 Day: - Average Daily Range in % should indicate the Momentum of the Stock. It is similar but still works different as the Volalitily indicators. - A stock is recommend to a have a ADR% above 5-6 to be considered a Momentum Leading Stock. Consolidation Range: - This Indicator should help to define Ranges in which the Volumen get compressed(increase) while the price movement is minimal - A strong breakout is to be expected. The Range should be easier to be identified with this indication.
Pine Script™ Indikator
von TopTickTom
10
SMA Multi Time Frame Table V1.5Since I couldn't find a script like this I made one so here is what it does. The script will plot on the chart as well as post the related data into the table. The default Simple Moving Avg are 5, 10, 20, 50, 120, 200 which can also be changed to whatever SMA you would like. The SMA values are then plotted on the charts so that quickly check to see where they are and how the candles are reacting to the SMAs. Not only does the script plot the SMAs but it also places higher time frames into the table that is in the script, from current price, to daily, weekly, monthly, quarterly (3 months if you don't have it added) and yearly. The reason why was it price action of the stock does interact and can be rejected or find support from SMA on a higher time frames. I still use this script so that you can quickly capture the values so that short-term, and long-term resistance and support can be determined during market hours. Another good thing is that when you change the values in the script settings it also applies those settings to the table as well. Now it will take a little bit for the table to show up, so please be patient. I have tested it with stocks, forex, and crypto. I wanted to get this published and I am still working on the background to try and get EMAs. Where you can flip over to EMA to also see the EMA plots and table values for the MTF.
Pine Script™ Indikator
von jbritton001
2
Triple Weekly Moving AverageTriple Weekly Moving Average The default settings plot 3 weekly moving averages for 13, 26 and 52 weeks, for analyzing Short (Quarterly), Medium (Semester) and long term (Yearly) view. Idea is when the three moving averages are aligned, the security is in trend and when they crisscross the security may be either turning, slowing down or stalling, however, this must be correlated with other studies. Started observing half yearly moving average after reading Stan Weinstein's Secrets For Profiting in Bull and Bear Markets . The settings of the indicator are pretty self explanatory. The indicator gives an option to select lookahead , however, change it only when you are well aware of the consequences, the default setting is Turned Off , please follow TV user guide for a detailed explanation on lookahead. I added it as I was plotting this script on Daily timeframe and wanted to observe the changes.
Pine Script™ Indikator
von emkjee
EMA ON MA SETSOORY FOR MY EINGLISH ITS NOT MY NATIVE AND IM NOT GOING TO GOOGLE TRANSLATE THIS this is a beuaitful indicator that plot EMA that gat is calc from another ma and length for your choise so you will get an = 'ema on ma ' it can plot you more beautiful results and more smoothing results i added golden/death cross for all ma enjoy ! היי חברים זה בעצם אינדיקטור של ממוצע נע על ממוצע נע לנוחיכותכם הפלט הראשי הוא EMA הוא לוקח את החישוב שלו ממוצע אחר והאורך שתגדירו נותן תוצאה יותר חלקה של ממוצעים נעים הוספתי חתיוכים בין ההמוצעים תהנו.
Pine Script™ Indikator
von adishaz