End Point Moving Average [EPMA]The End Point Moving Average was introduced in the October 95 issue of Technical Analysis of Stocks &
Commodities in the article "The End Point Moving Average", by Patrick E. Lafferty.
The Time Series Forecast takes this value and the slope of the regression line to forecast the next day and then plots this forecasted price as today's value.
For interpretation refer to Mr. Lafferty's article.
Please note
From line 10 starts my personal experemental modifications to this script, all above is original formula by Patrick E. Lafferty.
Average
Volume Variation Index IndicatorThis tool is a quantitative tip for analysts who study volumes or create volume based trading strategies.
Like all our projects, we start with a statistical logic to which we add coding logic.
This indicator can save a huge amount of time in calculating the variation of volume between sessions .
How it work
The indicator calculates the difference between the volume of the last closing bar and the volume of the previous closing bar. It shows the difference between the trading volumes.
The session in which the trading volume is up are represented in green.
Red session represent trading volume down.
We have added a third function.
Through the User Interface the trader can activate or deactivate the variation average.
The indicator is able to calculate the average of the volume changes by representing it with a blue line.
To activate the average, simply set it to ON in the User Interface.
By default, the indicator calculates the average of the last 10 periods, but you are free to set this parameter in the User Interface.
Data access
To access the data, simply move the cursor. When you move the cursor over the green bars, the increase data will be displayed in green. By hovering the cursor over the red bars you will see the decrease data in red. By hovering the cursor over the average will show you the average data in blue.
The data is displayed in the top left corner of the indicator dashboard.
If you found this indicator helpful, please like our script.
Momentum RibbonThe Momentum Ribbon is a collection of Moving Averages which indicate the severity of pull-backs in a given market.
As the ribbon spreads apart, it indicates more and more significant support/resistance for a trending market. As it is compressed back together, it displays a blue colour to indicate a "cooling" of trend momentum.
Adjustable Moving Average periods and types! You can customize the parameters of your ribbon to your heart's content!
Moving Average Tool for IndicatorsThis indicator drops up to 2 moving average lines on top of any indicator. There are 11 different moving averages to choose from including 2 of my own, ZLSMA and WMA MOD. It also comes with a fixed scale option so you can lock it to an indicators scale. Simply click the enable button and enter the scale high and low of the indicator you want to track. In most cases it is 100-0. To use this moving average tool just load up any indicator like RSI or MFI etc then load up the Moving Average Tool for Indicators and drop it on top. In the settings choose the indicator you want to track in the source box. Now you can easily find entries and identify trends that were not so obvious.
This is a very handy tool that will extend the usability of all your indicators. It can even track other timeframes. Below is a screenshot working with Awesome Oscillator.
MTF Custom Moving AveragesThis user-friendly indicator allows up to 8 moving averages ( EMA or SMA ) from any timeframe, on any time frame. There are plenty of other MTF MA indicators, each with their own pros and cons. I wanted to make one without the cons:
- Independently set each MA to Exponential or Simple
- No preset lengths
- No preset timeframes
- Optional labels to help keep track of the period/length/type of each plot
- Clean, intuitive input layout
- More than enough MAs available to use one indicator for several use cases... just check/uncheck the ones that are relevant to each chart
Watch for death crosses on the 4hr while monitoring the "Bull Market Support band" (Weekly 21 EMA and 20 SMA ) and checking the Monthly 10 EMA for major support or resistance. Toggle between half of the available MAs for long term BTC trends and use the others for your alts. Use this one indicator to support multiple strategies.
Please leave a comment if you find it useful or have suggestions!
Inspired by the first MTF indicator I found: Weekly Moving Average by TommyTompsen.
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
Ehlers Median Average Adaptive Filter [CC]The Median Average Adaptive Filter was created by John Ehlers and this is another in my current series of undiscovered gems. I'm sure you are all saying but Franklin, Ehlers doesn't have any undiscovered gems but in this case you would be wrong. This was actually an indicator so buried on the internet that I had to use the wayback machine to find the original source code. Ehlers notoriously hates adaptive moving averages which is funny because he has made a decent amount of them. This is a very unique indicator that uses a while loop to adjust the length and I thought it deserved some extra recognition from the TV community. I have included strong buy and sell signals in addition to normal ones so strong signals are darker in color and normal signals are lighter in color. Buy when the line turns green and sell when it turns red.
Let me know if there are any other scripts or indicators you would like to see me publish!
Average True Range (ATR) invisible price markers / linesThis script provides the ATR price when added to the top and bottom of the currently hovered candle.
The prices are shown top left next to the indicators' name.
This means you do not have to manually subtract or add ATR to price.
Line opacity allows you to show the lines where the ATR is, however, I recommend to keep this disabled.
Line type allows you to choose where ATR is calculated from (LowHigh or LowHighBody), the second ignoring the wicks, however LH is standard.
I also recommend to keep the other parameters as default.
I hope this indicator provides useful to you and your trading.
DCA Bot IndicatorName: DCA Bot Indicator
Category: Dollar Cost Average.
Operating mode: Alerts at a specific time, day of the week and day of the month.
Trades duration: N/A.
Timeframe: 1H
Suggested usage: long-term investing DCA strategies.
Entry: Only indicates the time and then the day of the week or the day of the month to buy.
Exit: As per long-term Investor’s strategy.
Usage: If you want to perform a Dollar Cost Averaging approach with:
- Daily purchases (at a specific time)
- Weekly purchases (at a specific time and day of the week)
- Monthly purchases (at a specific time and day of the month)
It is then possible to set the alert text with a preferred message or for use with trade automation systems. The green background identify the specific time chosen.
It is possible to identify through the Bias Analyzer the best time for the daily purchase.
Configuration:
- Buy Time: hour you would like to buy, please consider that the script is executed at the end of the defined time, so if you would like to buy at 2, have to put 1.
- Buy only Days of the Week: you can select the day you want.
- Buy only on Day of Month, you can specify a specific day.
Credits:
- dsteaves for inspiration
Moving average percent measureit's just an average moving multiplied by a percentage. this is good for measuring the acceleration of price movements
Мarket Breadth LabelsHistory and credits
The idea about this indicator, came from a friend teodorgun. www.tradingview.com
Special thanks to QuantNomad, whose courses got me started on programming on PineScript. www.tradingview.com
What it does
The indicator plots various values from market breadth indicators.
It shows the % stocks above certain moving averages for different indexes.
The first 3 cells, display the Advance Decline Ratios:
1. Total Advance Decline Ratio
2. NYSE Advance Decline Ratio
3. Nasdaq Advance Decline Ratio
- coloring for these is simple (value > threshold = color is green, value < threshold = color is red)
The rest of the columns display % stocks above the moving averages.
For example a value of 20 in column 4 ("Stocks above 5D MA), means that only 20% of the stocks are above their 5D moving average.
Line 1 shows current value of the indexes.
Line 2 shows value 5days ago (assuming that 5 trading days = 1 trading week).
- Line 1 Coloring: coloring here is divided between 2 tresholds ( value < lower treshold = color is red, value > lower treshold AND value < higher treshold = color is yellow, value > higher treshold = color is green)
- Line 2 Coloring: no coloring logic is applied here.
How to use it
There are several techniques for breadth indicators, many can be read online, but generally these indicators are considered contrarian. This means that high values indicate overbought conditions and low values indicate oversold conditions.
Average Candle RangeThis indicator calculates for you the average candle range for the current 24H trading session for the selected timeframe. The calculation starts from 00:00UTC until the current moment. The indicator is not time zone dependent, works well on every time zone.
RSI Average Swing BotThis is a modified RSI version using as a source a big length(50 candles) and an average of all types of sources for candle calculations such as ohlc4, close, high, open, hlc3 and hl2.
In this case we are going to use a 0-1 scale for an easier calculation, where 0.5 is going to be our middle point.
Above 0.5 we consider a bullish possibility.
Below 0.5 we consider a bearish possibility.
I made a small example bot using that initial logic, together with 2 exit points for long or short positions.
If there are any questions, let me know !
level_statsThis script tells you the percentage of time an instrument's closing value is above and below a level of your choosing. The background color visually indicates periods where the instrument closed at or above the level (red) and below it (blue). For "stationary-ish" processes, you can get a loose feel for the mean, high, and low values. The historical information conveyed through the background coloring can help you plan derivatives trades. Try with your favorite pairs, commodities, or volatility indices.
Usage: pick a level of interest using the input.
MAROC Fast/SlowNot sure if a similar indicator already exist, so I created my own. After creating this indicator, I realize it looks very similar to MACD. However, it strictly uses Hull moving average in its calculation for the lines.
MAROC is simply Moving Average Rate of Change. This is a trend-following indicator that calculates the rate of change on two Hull moving averages. By default it calculates the ROC on 60-period HMA (green and red) and 180-period HMA (blue and orange). The zero line represents the confirmation of change in trend. Above zero is up trend and below zero is down trend. Note the difference between the "trend reversal" and the "confirmation of a trend". I like to define trend reversal by the change in direction
The colored squares on the zero line has 4 colors that represents the overall trend. Here I include the slowdown of MAROC as the start of a trend.
- bright green = when both the slow and fast MA are trending up
- faded green = when slow MA trending up, but fast MA trending down
- faded red = when slow MA trending down, but fast MA trending up
- bright red = when both the slow MA and fast MA are trending down
Trend changes triangles are shown to signal the change in trend direction (trend reversal). Green and blue triangles are trend reversal to the upside. Red and orange triangles are trend reversal to the downside.
This indicator includes the option of displaying buy(long) and sell(short) signals that follows these rules. Use at your own discretion, as it may not apply well with your market or ticker.
- Long = Bright green square and either fast or slow MAROC changes trend direction to the upside
- Short = Bright red square and either fast or slow MAROC changes trend direction to the downside
Enjoy~! Please let me know if you find this useful and which market / ticker and timeframe you are using it on~ :)
Fibonacci Moving AverageThe Fibonacci Moving Average is a powerful indicator that takes into account many underlying moving averages to give out an approximate short-term/long-term view of the markets. Its strength lies with dynamic support and resistance levels. I have created this indicator in order to improve trend-following entry positions.
ATR-Adjusted RSIThis indicator adjusts the RSI values using the Average True Range. It is used the same way as a normal RSI.
Arch1tect's New ToyDescription:
Arch1tect's New Toy tries to predict market trends by simply utilising 2 moving averages crossovers.
How it works:
Buy signals are triggered when the faster MA crosses over the slower MA from the downside to the upside.
Sell signals are triggered when the faster MA crosses under the slower MA from the upside to the downside.
How to use:
Take buys when buy signal is triggered AND close existing sell position
Take sells when sell signal is triggered AND close existing buy position
Note:
Settings are optimised for XAUUSD on the M1 chart.
Extra:
Alerts are included.
You can toggle between EMA , WMA and SMA to your liking.
Strategy Tester version:
ADR: Average Daily RangeVery basic script... adjust the EMA to 13 for stocks, and less volatile assets. 26 for crypto, and anything highly volatile.
When the Daily Low line (bottom yellow/orange line) dips hard, and finds support for 3+ bars somewhere, this is a sign of a trend reversal. For a solid confirmation, wait for the Super Average and EMA to spike downwards as well. All of this can also be seen as reversal at the top of a trend, just upturned.
The 2 Daily lines (2 yellow/orange lines) act as support for the price to bounce off of. Fine tuning is required to get these really smooth, but it's a simple enough idea.
Edit: Screwed up the EMA in my posted example. Should be 26.
Arch1tect's New Toy (Strategy Tester Version)Description:
The version of Arch1tect's New Toy indicator with Strategy Tester added.
This indicator tries to predict market trends by simply utilising 2 moving averages crossovers.
How it works:
Buy signals are triggered when the faster MA crosses over the slower MA from the downside to the upside.
Sell signals are triggered when the faster MA crosses under the slower MA from the upside to the downside.
How to use:
Take buys when buy signal is triggered AND close existing sell position
Take sells when sell signal is triggered AND close existing buy position
Note:
Settings are optimised for XAUUSD on the M1 chart.
Extra:
Alerts are included.
You can toggle between EMA, WMA and SMA to your liking.
Indicator version:
ADR PercentUses past 5 day's daily average ranges and calculates average ADR percentage with respect to latest day's open
Acknowledgement - Uses code from another excellent indicator from critian.d
Vision Essentials - MACDVision Essentials - MACD is the second indicator in our Essentials pack. It's a fully customizable MACD indicator with some extra perks the Vision team feels provides helpful & simplified insight when studying a chart.
What makes this indicator different?
Under the Standard mode you'll feel right at home compared to a standard macd indicator. Our Advanced mode is where things change a bit more. Under Advanced mode outside of the visual customization we provide visual outputs identifying bullish/bearish crossovers of the macd & signal, and track the high and low points of the macd with a second set of colors which users can customize. We also plot text in these areas so there's a clear indication of what the changing colors mean.
How do I use this indicator?
To start, it's best you have an understanding of what MACD (moving average convergence divergence) is. There are lots of great educational ideas here on TradingView which we recommend absorbing. We highly recommend you start with this article directly from the TradingView Help Center
Settings
MACD Mode - Standard provides you with a closer to traditional style MACD whereas Advanced at a glance highlights areas such as crossover points, highs, lows, and current direction relative to histogram movement.
MACD Settings - Select the source & values used for the macd calculations. close is the most commonly used source, and 12/26/9 are the most common length values. Adjust these to see how the indicator behaves. Lowering the fast and slow values will result in more activity, but be aware that doesn't = more accuracy.
Standard Visual Settings - STANDARD MODE: These settings will adjust the color you want to use as an indication of bullish & bearish movement.
Advanced Visual Settings - ADVANCED MODE: Use these settings to adjust the color you want to use as an indication of bullish, bearish, recent macd highs, recent macd lows, and text color.
High/Low Distance - ADVANCED MODE: This setting defines how far back the indicator looks to find the most recent highs/lows of macd.
Enable Crossover Bars - ADVANCED MODE: This settings enables the vertical bars that connect the center of the histogram to the macd/signal "wave" to indicate where crossovers are happening.
Papercuts Dynamic EMA - Relative Parameter FunctionThe goal of this is to link two parameters of different known low and high values so one affects the other.
In this case, I want to link Relative Volume to the length of an EMA, so it responds faster in times of high volume.
As an animator I am used to linking values in this way with Maya using a set driven key, took some work to figure it out in pine.
Looking up this concept, it has a few names, Relative values, linear interpolation, or rescale values.
Thanks to pinecoders for writing the EMA funciton that can accept length variables!
Here's a quick look at the root function to link the two values.
f_relativeVal(_source, in_bot, in_top, out_bot, out_top) =>
// float _source: input signal
// float in_bot : minimum range of input signal.
// float in_top : maximum range of input signal.
// float out_bot : minimum range of output signal.
// float out_top : maximum range of output signal.
clampSrc = _source > in_top ? in_top : _source < in_bot ? in_bot : _source //claps source to create a controlled range
//relInput = (clampSrc - in_bot) / (in_top - in_bot) * 100
inDiffIncrement = (in_top - in_bot)
outDiffIncrement = (out_top - out_bot)
out_bot + (clampSrc - in_bot) * outDiffIncrement / inDiffIncrement // rescale input range to output range
