Least Squares Moving Average (LSMA)

BUY/SELL SIGNALS from LSMA/ALMA/HMA This indicator uses the Least Squares Moving Average (LSMA) in tandem with the Arnaud Legoux Moving Average (ALMA) and Hull Moving Average (HMA) to generate buy-sell signals, represented by the light blue and orange crosses respectively. The yellow lines produced by the indicator show periods of market uncertainty and possible reversal, and a modified, user-defined VWAP is given along with a 200 EMA. The point of this indicator was to create a smoother, more visually appealing moving-average,

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MA Visualizer The MA Visualizer is made up of 5 Moving Averages (MA) All MA change color when the price closes above or below the MA line. The background between the MA line and price will also change color, this creates the Visualizer. When two or more MA are selected the two visualizer's will combine and create a gradient effect. Each MA can be adjusted with 6 source selection's to choose from (SMA , EMA , WMA , HMA , RMA , WVMA). The Visualizer can be turned off while leaving the MA lines turned on and

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H/L Price Band with Signal Line (PBS)This indicator centers a moving average around the hl2 of the price. This is calculated as the difference of two moving averages. The upper band is a 9 period exponential moving average, the lower band is a 7 period moving average and the center line is the average between the two. The "Fast Line" is our signal line in this oscillator. When the price is hovering around the center of the band this indicates that a trend is pausing or reversing. When the fast line exits the band this could be a bu

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by The_Peaceful_Lizard

Keltner Channel With User Selectable Moving Avg Keltner Channel with user options to calculate the moving average basis and envelopes from a variety of different moving averages. The user selects their choice of moving average, and the envelopes automatically adjust. The user may select a MA that reacts faster to volatility or slower/smoother. Added additional options to color the envelopes or basis based on the current trend and alternate candle colors for envelope touches. The script has a rainbow gradient by default based on RSI. Options

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Moving Average Panel This indicator calculates many different moving averages and displays whether they are increasing or decreasing as a panel/table instead of a plot. Rows/columns can be removed from the table as needed in the options menu, there is also a mobile friendly/compact option as well as a location option. Note: This script is large and may take a few moments to load. Note: If there is not enough data, will default to bearish/decreasing. Value Added This is the most complete and transparent m

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Triple Colored Least Squares Moving Average + Crossover Alerts This script is forked from the ‘ Double Colored Least Squares Moving Average + Crossover Alerts ‘ from @IronKnightmare. First release & notes : 2021-11-03. Overview: The Least Squares Moving Average is used mainly as a crossover signal to identify bullish or bearish trends. When a shorter duration line cross a longer one a trend can be identified. When multiple lines or the price action cross a longterm trend the confirmation can be further validated. Tradingview contains already some i

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Multi-Length Stochastic Average [LuxAlgo]This indicator returns the average of stochastic oscillators with periods ranging from 4 to length . This allows for a slightly more reactive oscillator as well as having information regarding the position of the price relative to rolling maximums/minimums of different periods. We introduce settings that allow for pre and post-smoothing, with selectable smoothing methods and periods for both steps. Settings Length: Period of the indicator, determine the maximum period of the stochastic

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Aroon Strategy long only This is a simple long only strategy made of Aroon and Least Square moving average. The rules are simple: Long entry = crossover of upper part with the lower part from aroon and close of the candle is above the moving average Long exit = crossunder of upper part with the lower part from aroon and close of the candle is below the moving average IF you have any questions let me know !

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Volume, Momentum and Volatility weighted moving average Moving averages are filters on price data. This moving average creates a filter which factors in: - the price RSI or it's Momentum - the volume RSI - the RVI or Volatility Each factor is put through a least squares filter to smooth them first. Then the factors are used to build a coefficient for an exponentially weighted average. The chart above shows a comparison of standard average types with this script. This is useful if you are looking for a moving average based trigger and do not

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Moving Average Tool The Moving Average Tool is the only indicator you will ever need to plot MA lines. It comes loaded with 9 different types of moving averages so traders can lay down any line at any length. There is also an option to plot a trigger line. Features: SMA , SMMA, EMA, LSMA, ZLSMA, HULL, LWMA, VWMA and ALMA. Simply pick an average type and enter the desired length.

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LSMA Crossover This is a simple script designed to help filter out bad trades. LSMA is a trend king and by using the 21,200 and 1000 length lines traders can get a clear view of where price action is travelling. This indicator is the perfect companion to the LSMA Wave Rider indicator. Once a pullback is discovered (price action crosses under blue or white line) Traders can use LSMA Wave Rider to locate perfect entry point. Least Squares Moving Average follows these rules: When price crosses over it signals a b

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PSAR using Moving Linear Regression (LSMA)Works exactly as the standard PSAR with the only difference that a Moving Linear Regression Line (=Least Squares Moving Average, LSMA) is used as input. So the PSAR flip is triggered not by price itself but by the LSMA line.

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macZLSMA - Overlay **Overlay Version** Macd that shows instantaneous trend using ZLSMA. This crossover has the ability to reveal trend directions before it happens. With multi time frame option. Above image shows 1 hour timeframe using 12hour setting on indicator Example with 1 hour timeframe: Example with 1 hour timeframe using daily setting on indicator: Non overlay version available here:

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macZLSMA Macd that shows instantaneous trend using ZLSMA. This crossover has the ability to reveal trend directions before it happens.

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ZLSMA - Zero Lag LSMA An almost zero lag version of the LSMA (Least Squares Moving Average) Gives instant linear regression of current price action. This line works with the same rules as its "laggy" counterpart the LSMA: When price crosses over it signals a bull trend. When price crosses under it signals bear trend. When price stays close or on the line sideways action is to be expected. The direction of the line shows the direction of the trend.

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Multiple Moving Averages for Heikin Ashi I want to give credits to @QuantNomad, i got the heikin ashi part of the script from this open script /0iKy7lyG-QuantNomad-Heikin-Ashi-PSAR-Strategy/; and to the other guy that provided a 17 type of moving average script open source but i forgot his name, if someone remember please tell me. My idea was to see how the different types of moving averages behaves in a Heinkin Ashi chart, you can change to more than 15 types of Moving Average and use it the way you want it. For the source of the m

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Multi Timeframe Moving Average [xdecow]This indicator plots a moving average of 4 different timeframes. The types of averages available are: SMA, EMA, DEMA, VWMA, RMA, WMA.

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Polynomial Regression Bands + Channel [DW]This is an experimental study designed to calculate polynomial regression for any order polynomial that TV is able to support. This study aims to educate users on polynomial curve fitting, and the derivation process of Least Squares Moving Averages (LSMAs). I also designed this study with the intent of showcasing some of the capabilities and potential applications of TV's fantastic new array functions. Polynomial regression is a form of regression analysis in which the relationship between the

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Every single moving average (ALMA, EMA, HMA, KAMA, RMA, SMA...)So you may be looking at the graph and thinking "this is a mess", and I agree. The purpose of this script is to plot in the same graph every single type of moving average that I could think of, so you can find the ones that are better for your timeframe and for your asset. Once you add it, disable those types that doesn't seem to serve your purpose, until you can select one you like. The average types are: ALMA, EMA, HMA, KAMA, RMA, SMA, SWMA, VIDYA, VWAP, VWMA, and WMA. Each one is ploted tw

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by EduardoMattje

Bull vs Bear Power by DGT Elder-Ray Bear and Bull Power Dr. Alexander Elder cleverly named his first indicator Elder-Ray because of its function, which is designed to see through the market like an X-ray machine. Developed in 1989, the Elder-Ray indicator can be applied to the chart of any security and helps traders determine the strength of competing groups of bulls and bears by gazing under the surface of the markets for data that may not immediately be ascertainable from a superficial glance at prices The Elder-Ray

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Rolling Linear Regression Channel Compute a rolling linear regression channel, the value of the bands at a precise point in time is equal to the last value of the corresponding extremity of a regression channel of equal length and mult at that point. The bands are made by adding/subtracting the RMSE of a linear regression to a least-squares moving average. Settings Length : Period of the indicator Mult : Multiplication factor for the RMSE, determine the distance between the upper and lower extremities Src : Input da

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Computing The Linear Regression Using The WMA And SMA Plot a linear regression channel through the last length closing prices, with the possibility to use another source as input. The line is fit by using linear combinations between the WMA and SMA thus providing both an interesting and efficient method. The results are the same as the one provided by the built-in linear regression, only the computation differ. Settings length : Number of inputs to be used. src : Source input of the indicator. mult : Multiplication factor for the

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WMA/LSMA - Simplified Calculations Lots of moving averages are based on a weighted sum, the most common ones being the simple (arithmetic) and linearly weighted moving average. The problems with the weighted sum approach is that when your moving average is a FIR filter then the number of operations increase with higher values of length, and when the weights are based on a complex calculation this number of operations can increase drastically! For the common technical analyst the calculation time of moving averages can be an ins

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Moving Averages Linear Combinator Linearly combining moving averages can provide relatively interesting results such as a low-lagging moving averages or moving averages able to produce more pertinent crosses with the price. As a remainder, a linear combination is a mathematical expression that is based on the multiplication of two variables (or terms) with two coefficients (also called scalars when working with vectors) and adding the results, that is: ax + by This expression is a linear combination , with x/y as vari

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