Colored Moving Averages With Close Signals[Whvntr][TradeStation]Plots the first time the close price is above or below the colored portion of the chosen MA. The MA's formula is from TradeStation's indicator: "Colored Moving Averages Can Help You Spot Trends" . I modified that indicator with customizations that include: Buy and Sell signals. Each time the current bar closes above the MA, while it's red (bearish), there's a Sell label at the start of that MA trend. Likewise: each time the current bar closes below the MA, while it's white (bullish), there's a Buy label at the beginning of that MA trend. You can now, also, easily see which MA you are selecting by hovering your cursor over the tooltips icon. I've included a modified Hull MA as default because I've found this SMA combination with the WMA to be a very smooth oscillation. I've also added some different types of MA's. Colored moving averages are helpful to determine when a trend may be reversing.
MA's
1 · Modified Hull MA: (SMA of the WMAs Hull Formula)
2 · Hull MA
3 · Exponential Moving Average
4 · Weighted Moving Average
5 · RMA Moving Average used in RSI
6 · Volume Weighted MA
7 · Simple Moving Average
This indicator isn't endorsed as a guarantee of future, favorable, results.
加權移動平均線(WMA)
Kalman Filter [by Hajixde]A simple form of recursive filtering using an adjustable gain and a memory length.
The filter predicts the next sample based on the previous values and the calculated error.
Volatility-Weighted Moving Average SystemThis simple script creates a moving average system weighted by volatility. The moving averages are less sensitive to price action than the typical moving averages we use, and their crossovers can be used to identify extended trends.
I've colored the background depending on trend. Ideally in the future, I'll draw long or short signals on-chart depending on the width between the bands, which works as a faster indicator of trend-change than crossover does.
Hope you all enjoy. Happy holidays.
Cumulative Weighted Triple Exponential Moving Average (CWTEMA)This Pine Script code defines an indicator called "CWTEMA" that plots a custom weighted triple exponential moving average (TEMA) on a chart. The indicator takes two inputs: a source series (usually the close price of a security) and a length parameter that specifies the number of periods over which the moving average is calculated.
The code first defines a tema() function, which calculates the TEMA for a given series of data and a given length. The function uses the ta.ema() function from the ta library to compute the exponential moving average of the source data, and then applies the triple exponential moving average formula to calculate the TEMA.
The wma() function is then defined, which calculates the weighted moving average of a given series of data using a set of weights. This function computes the weighted sum of the source data using the given weights, then divides this sum by the sum of the weights to calculate the weighted moving average.
Finally, the cweema() function is defined, which calculates the custom weighted TEMA. This function first computes the weights for each value in the moving average using the given length parameter, then calls the wma() and tema() functions to calculate the weighted moving average using the TEMA values. The cweema() function is then plotted on the chart.
Cumulative Weighted Exponential Moving Average (CWEMA)This is a Pine Script for the "Cumulative Weighted Exponential Moving Average" (CWEMA) indicator. The script defines the CWEMA indicator using the ema() and wma() functions, which respectively calculate the exponential moving average and weighted moving average of a given data series. The cwema() function computes the weights for each value in the moving average and then uses the wma() function to calculate the weighted moving average of the exponentially weighted moving average of the input data series. The resulting CWEMA values are plotted on a chart.
Center Weighted Moving Average (CWMA)This is a pine script that defines and implements a custom weighted moving average (WMA) indicator. The script first defines a function called wma that calculates the weighted moving average of a given data source (src) with a specified set of weights (weights) over a specified length (len). The wma function first computes the weighted sum of the source data by multiplying the source data with the weights and summing over the length. It then calculates the sum of the weights. Finally, it divides the weighted sum by the sum of the weights to compute the weighted moving average.
The script then defines a second function called cwma that calculates a custom WMA by defining the weights for each value in the moving average as the length plus one divided by two minus the absolute value of the length minus the source data. It then uses the wma function to calculate and return the weighted moving average.
The script then specifies the input parameters for the cwma function: the source data (close) and the moving average length (length). It then plots the custom weighted moving average on the chart.
Moving Average - fade when crossed [cajole]This indicator simply provides a moving average (SMA, EMA, etc. can be selected) which hides itself when touched by the price.
Two potential uses:
Set the growth rate to be slow, to highlight only very rapid moves on a chart.
Use the default settings and change the averaging period until the MA line remains bright. This MA can then act as a good trailing stop for the specific security.
TradingView does not remember indicator settings for specific charts. Consider adding a text label to your chart after you identify the ideal trailing stop. Similar trailing-stop methods are recommended by Kristjan Qullamagie is identical to Jesse Stine's "magic line" concept .
Swing RibbonA configurable fast and slow moving average combined to help visualize the current trend and potential changes in trend.
Allows for specifying a fixed set of minutes or days instead of just bars so that the visualization is similar when changing time-frames.
Fibonacci MAsIt's a pretty simple script. Idea is to compute MAs with the length of Fibonacci numbers and then compute an average of them all.
In the script, you can choose the type of MAs and how many Fibonacci numbers to use for it.
You can also adjust the length of these MAs manually and choose the color of every one of them.
Thanks to @MUQWISHI for helping me code it.
Disclaimer
Please remember that past performance may not be indicative of future results.
Due to various factors, including changing market conditions, the strategy may no longer perform as well as in historical backtesting.
This post and the script don’t provide any financial advice.
Trend SuggestionsThis brings together a number of variables to produce trend predictions that could be utilized as decision-making tools.
Uses the aforementioned price and volume derivatives
- A moving average and three weighted moving averages (WMA1, WMA2, WMA3)
- Super Trend Line (ST)
- Opening Range Breakout on Five Minutes, Resistance Bands Pocket pivots, support, and price volume
he Direction is determined by the High and Low Bands of WMAs and the Supertrend Line, which are used to determine the Upper and Lower Lines around the Price. When the price passes below the lower boundary of the band, a downtrend is said to have begun.
Similarly, for an uptrend, this continues until the price passes over the upper edge of the band. Teal for an uptrend and fuchsia for a downturn area shared by the band to identify the trend.
The first five minutes of the breakout lines have a tiny buffer augmentation of 11% applied to them.
Based on what has been observed, support and resistance zones have been somewhat changed from the figures that are often utilized (might work other markets as well)
The markings that may be seen are as follows:
- Blue Triangle indicates a pocket pivot with an upward bias;
- Maroon Triangle indicates a pocket pivot with a downward bias;
- Teal colored Diamonds indicate price upthrusts and potential trend confirmation locations, depending on success or failure.
- Similar backdrop color changes that look as vertical shading are also used to identify them.
- Fuchsia-colored diamonds indicate price declines and a potential trend, depending on whether it persists or fails.
- Dark green and maroon square boxes indicate potential price reversals in the support and resistance bands, respectively.
It goes without saying that this work is derived from numerous other open-source community initiatives.
Feel free to adjust anything you'd like, and we appreciate any feedback.
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.
Pivot-Point Weighted Moving AverageThe Pivot-Point Weighted MA is very different from other weighted MAs, in the sense that the price weights can achieve negative values. For an example, if a length of 21 is used, the pivot point will be calculated as 13, meaning that the 13th prior candle will have 0 weight, and all prices before it will have a negative weight on the sum, so their impact is reversed rather than just unweighted.
The intent of this is to reduce lag by front-loading the prices. It works better in cyclic markets, and with a longer length, where the inflection point (the one with 0 weight) is aligned with the cyclic turn.
You can configure where the weight starts. If you leave it as 0, it will start with floor(length * 0.66) - 1.
WMA combined with Barcolor VTRENDThis script centers around a weighted moving average band, to show price action when its in a bull or bear trend.
Included for trend purposes are two volume weighted moving averages, a 99 and 500 length respectively.
Above the weighted moving average band, barcolor is green and below it is red.
We also have key open levels, the daily, weekly, monthly and yearly. The candle colors are different when it closes above or below the daily open, purple for above and maroon for below. I have also have taken the liberty of putting crosses on chart for when this happens too, as to help identify the direction of price action more easily.
I recommend using the 1hr timeframe for most trades, the open and close crosses can be noisy at low timeframes, 15 - 30 minutes is good enough for low timeframe scalping.
Fibonacci RibbonThe Fibonacci Ribbon (FibRib) creates two Fibonacci moving averages: essentially a Fibonacci WMA and a Fibonacci EMA.
The ribbon colors based on which is higher and where PA is relative to the ribbon.
Optional colored candles shades candles the same color as the ribbon.
super SSL [ALZ]This script is designed and optimized for MULTI TIME
by Ali Zebardast (ALZ)
1.in part of ssl
Original Version credits to Mihkel00
Actual Version i just set alerts and change the parameters for BTCUSDT 1min Chart.
He designed for daily time. I tried to optimize 1 min time-frame .
And fix the errors with OTT
"This script has a SSL / Baseline (you can choose between the SSL or MA), a secondary SSL for continiuation trades and a third SSL for exit trades.
Alerts added for Baseline entries, SSL2 continuations, Exits.
Baseline has a Keltner Channel setting for "in zone" Gray Candles
Added "Candle Size > 1 ATR" Diamonds from my old script with the criteria of being within Baseline ATR range."
2.in part of Range
two Filter Buy and Sell for 3min
Wait For Bar close
ssl2 :Be under the candle for buy
and The bar color must confirm the order of purchase (Blue)
3.in part of OTT
when candles close over HOTT, means an UPTREND SIGNAL
and to Fuchia when candles begin closing under LOTT line to indicate a DOWNTREND SIGNAL.
FLAT ZONE is highlighted also to have the maximum concentration on sideways market conditions.
There are three quantitative parameters in this indicator:
The first parameter in the OTT indicator set by the two parameters is the period/length.
OTT lines will be much sensitive to trend movements if it is smaller.
And vice versa, will be less sensitive when it is longer.
As the period increases it will become less sensitive to little trends and price actions.
In this way, your choice of period, will be closely related to which of the sort of trends you are interested in.
The OTT percent parameter in OTT is an optimization coefficient. Just like in the period
small values are better at capturing short term fluctuations, while large values
will be more suitable for long-term trends.
The final adjustable quantitative parameter is HIGHEST and LOWEST length which is the source of calculations.
Credits go to:
SSL Hybrid www.tradingview.com
HIGH and LOW OTT : www.tradingview.com
Range Filter www.tradingview.com
SuperTrend WMA V10.0 [2022]STRATEGY version of SuperTrend WMA V4.5 Indicator:
We added and fixed the PERIOD section, adjust the interval to only work for M3 M30 H4.
M3 used for daily processing
M30 used for weekly processing
H4 used for monthly processing
Each time period can tell a trend and a market journey.
The most important thing is to stay on top of the average probability. We are trying to create a model of mean that differs in the form of two time periods merged into one period.
SuperTrend WMA is the most important indicator for Market Trend analysis.
This is the version you can trade for the following. Trend by M15 is the most profitable trend on Trend following
SuperTrend V1.5 (2021) The settings cannot be modified because we believe that the numbers we set for the market will be exact and accurate. with trading experience and proper use
You can use the 1 minute ( M1 ) interval to check the market gap in the 1 day boundary.
You can use the 15 minute ( M15 ) interval to check the market gap in the 1 week boundary.
You can use the 4 hour ( H4 ) interval to check the market gap in the 1 Month boundary.
All three of these periods can be used together because they are the corresponding periods with the market averages.
We use averages to read market probabilities. It consists of complex time gaps built up to 3 different average levels.
The line WMA Green indicates an uptrend where we believe not to sell during that period. It will put you at risk of losing.
The line WMA Red indicates a possible downtrend. We intend not to make a purchase during that time as it may damage you.
Buy or sell signals are on the words. BUY OR SELL, The use of signals must be based on the trend.
For example, an uptrend would like to buy only, not sell because it is against the average.
We believe that anything can fool us, but the average cannot tell us this is why we intend for everyone to use the indicator SuperTrend WMA V4.5
And we sincerely hope that it'll be useful to everyone. And our team will continue to develop to make the use better.
This indicator develops from indicator SuperTrend WMA Version 4.5
Bears Bulls Impulse█ OVERVIEW
Maybe another version of the Bears Bulls indicator, but with a unique interpretation on the scripts found here on Tradingview. Again, this indicator is not meant to be used alone but as an entry/exit confirmation with other indicators.
█ CONCEPTS
Using a modified version of the WMA indicator, the LWMA , this indicator will work similarly to the Bears Bulls Power indicator. Quoting from Admiral Markets, "Bulls Power measures the capability of buyers in the market to lift prices above an average consensus of value. Bears Power measures the capability of sellers to drag prices below an average consensus of value. Using them in tandem with a trend measure allows you to identify favorable entry points."
█ HOW TO USE IT
As soon as the color changes, it indicates a change in the price direction and divergences. Green buy, red sell? Not that simple, but following that pattern for scalping may result in some good entries. Following this indicator blindly will not be accurate as using another indicator to filter the signals in favor of a major trend (that indicator could be another Bears Bulls Inpulse from a higher time frame)
jma + dwma crossoverThis crossover system was originally conceptualized by Jurik Research and made public to the world on their website .
The indicator consists of the faster Jurik Moving Average (JMA) and the slower Double Weighted Moving Average (DWMA). A long signal is shown when the JMA line crosses above the DWMA line (indicating a possible reversal in trend). A short signal is shown when the JMA line crosses below the DWMA line. Take profit signals are shown when the JMA line reverses directions. Alerts for signals are included in this indicator.
The default settings are not optimized for any timeframe. Both JMA and DWMA lines are defaulted to hidden.
Credit to @everget for the re-creation of the Jurik Moving Average in pinecsript.
Anchored TWAP with StDev Bands [MrShadow]TWAP with:
- Anchoring: Custom, Day, Week, Month, Quarter, Year (custom anchoring can be selected by dragging a vertical line through the chart)
- Standard Devation Bands
- Auto-coloring depending on the trend
Weighted Least Squares Moving AverageLinearly Weighted Ordinary Least Squares Moving Regression
aka Weighted Least Squares Moving Average -> WLSMA
^^ called it this way just to for... damn, forgot the word
Totally pwns LSMA for some purposes here's why (just look up):
- 'realistically' the same smoothness;
- less lag;
- less overshoot;
- more or less same computationally intensive.
"Pretty cool, huh?", Bucky Roberts©, thenewboston
Now, would you please (just look down) and see the comparison of impulse & step responses:
Impulse responses
Step responses
Ain't it beautiful?
"Motivation behind the concept & rationale", by gorx1
Many been trippin' applying stats methods that require normally distributed data to time series, hence all these B*ll**** Bands and stuff don't really work as it should, while people blame themselves and buy snake oil seminars bout trading psychology, instead of using proper tools. Price... Neither population nor the samples are neither normally nor log-normally distributed. So we can't use all the stuff if we wanna get better results. I'm not talking bout passing each rolling window to a stat test in order to get the proper descriptor, that's the whole different story.
Instead we can leverage the fact that our data is time-series hence we can apply linear weighting, basically we extract another info component from the data and use it to get better results. Volume, range weighting don't make much sense (saying that based on both common sense and test results). Tick count per bar, that would be nice tho... this is the way to measure "intensity". But we don't have it on TV unfortunately.
Anyways, I'm both unhappy that no1 dropped it before me during all these years so I gotta do it myself, and happy that I can give smth cool to every1
Here is it, for you.
P.S.: the script contains standalone functions to calculate linearly weighted variance, linearly weighted standard deviation, linearly weighted covariance and linearly weighted correlation.
Good hunting
E³ Trend GuardWe all need help staying in trades as long as possible, buckling down through those pesky pullback and consolidation periods, and this script really helps you gain some better insight!
The TREND GUARD indicator is great for keeping you in trending trades through pullbacks and short consolidations. It is a STOP INDICATOR and helps you with your exits. It can work for Swing Trading on strongly trending stocks ( bullish and bearish ) as well as help you on intraday trades of the same. It can also be used to gain insight for entries (see below).
HOW TO USE:
FOR EXITS:
Once you've entered a trending stock that may be providing Alpha (excess returns or depreciation vs the market), you can use the strong Yellow line that is behind the candlesticks (see TIP #1 below) to keep you in your trade or inform you of when you should think about exiting. What you are looking for, is for the yellow line to not cross over to the other side of the yellow band from the "trending side" of your trade. In other words, when price is running up the band, similar to trading Bollinger Bands , or above the band, and the band is curving up or running upward as well, that can be considered "in trend" and LONG ( bullish ) in direction. The converse is true for "in trend" SHORT ( bearish ) direction.
FOR ENTRIES:
It wasn't built for entries, but users are reporting good results for using it for entries. The best technique for entry appears to be to allow the band to run sideways during a consolidation, then enter on the side where a strong breakout/down candle or price occurs through to outside the yellow band. This is very similar and indeed somewhat corresponds to entering breakouts of bases (sideways consolidation areas).
TIP
In order to see the strong yellow line (looks like a thread behind the candlesticks ), you have at least three choices:
Change your charts to LINE type on the CLOSE pricing;
Point at the indicator on the chart and it will highlight it and the line that is behind the Candlesticks will come forward
On the Data Information pane you can toggle HIDE candlesticks to see it more clearly
THE MECHANICS:
So what's going on behind the scenes here?
Instead of the traditional statistical band approach like Bollinger, or Keltner, or ATR bands, which all spread out from a "center line" (calculated as OHLC4, etc) ... I have instead created the upper band with a Moving Average of the Highs of each period (candle) and a lower band with a Moving Average of the Lows of each period (candle). I used the weighted moving average in order to make current pricing more relevant. And through backtesting I have found the ideal period to be 10.
CREDIT TO: The original Moving Average Ribbon by TradingView™
NSDT HAMA CandlesHAMA (Heiken-Ashi Moving Average) Candles are built using different moving average lengths for the open, high, low, and close. Those levels are then run through the Heiken-Ashi Candle formula to create a new hybrid candle on the chart. There is an additional Moving Average plotted as well for overall direction.
This may be used best for identifying trending markets. By referencing the HAMA Candle indicator, it may help guide you to stay in a trade a bit longer, or wait a bit longer before entering at the beginning of a potential trend.
We added a Gradient Color scheme option for a more colorful view of potential trend directional changes. The gradient code is taken from the Pinecoders Gradient Framework (Pro Advance/Decline Gradient example) at
There are three different Moving Average types to choose from. (EMA, SMA, WMA). All MA lengths can be modified. All colors can be modified. All options can be turned on or off.
This was previously an "invite-only" indicator, but we decided to publish it publicly and open source.
