[TTI] Combined Absolute Relative Strength - ARS toolHISTORY AND CREDITS–––––––––––––––––––––––––––––––––––––––––––––––––––––––
I got inspired to build this based on some public lectures I have seen of Matt Caruso. Matt says he has taken 10 years to build similar tool. The idea of a 'better' Relative Strength hit home and I cracked open the textbooks to see which technique would serve best. I think I have made a very close (my estimate about 90%) script to the original. Examples of side by side in comments.
WHAT IT DOES––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––
💡A significant advancement in relative strength analysis is Combined Adaptive Relative Strength (ARS tool).
The ARS tool makes it quick and easy to determine whether an asset exhibits Relative Strength and is therefore subject to institutional accumulation.
ARS is not restricted to equities and may be used to find RS on any traded security like crypto, forex, bonds or ETFs. By design, ARS adjusts to a security's volatility to discover RS in a slower-moving, dividend-paying investment just as easily as in a one with strong velocity. Due to this feature, investors are able to use RS analysis on any security type that fits their objectives and risk tolerance.
When the indicator calculates a favourable, strong relative strength in the ticker it paints the background of the chart to the chosen color.
🎁 Unlike the original indicator, I have left a few customisable settings for those who wish to toggle the sensitivity:
✅. You can choose which index you compare Relative Strength against (perfect for anyone trading international)
✅. You can choose how manyDays Lookback the ticker uses to make calculations
✅. You can chooses what Timeperiod in number of bars the ticker uses to calculate Relative Strength
✅. I have made all calculations adaptable for larger and smaller timeframes (so wether you are daytrader or investor this will adapt to the way you have customised your chart).
HOW TO USE IT–––––––––––––––––––––––––––––––––––––––––––––––––––––––––––––
The tool highlights the periods of time when the ticker has the highest probability of attracting institutional investors and hence result in price appreciation. The blue color appears in stages of the indicator where significant upward moves are probable.
You can use the indicator as part of the longer term trend analysis of your research.
Absolute
Volume Records + AlertContents
Overall Introduction
Settings menu parameters
Usage
How to use alerts
Limits
Overall Introduction
This indicator is a "volume analysis" tool for confirming the direction and strength of price trend and spotting trend reversals. This tool consists of two parts:
1- The colored graph is a custom volume oscillator which shows the relative changes in volume.
The darkening of the color of the bars is a sign of increasing volume.
2- Triangular labels that show trading volume records over different time periods based on the absolute values of the volume.
By creating an alert, you can be notified of new trading volume records. These records are:
Highest / lowest volume in one year,
Highest / lowest volume in six month
Highest / lowest volume in three month
Highest / lowest volume in one month
Highest / lowest volume in one week
Settings menu parameters
{Short Length} =>
The fast volume MA of the Volume Oscillator.
{Long Length} =>
The slow volume MA of the Volume Oscillator.
{Visual Parameters} =>
Parameters to personalize the appearance of the indicator.
{Alert Conditions Part 01: Highest Records ⏰ } =>
Parameters to customize the alert.
{Alert Conditions Part 02: Lowest Records ⏰ } =>
Parameters to customize the alert.
Usage
This indicator is a "volume analysis" tool for confirming the direction and strength of price trend and spotting trend reversals.
What Is Volume Analysis?
Volume analysis involves examining relative or absolute changes in an asset's trading volume in order to make inferences about future price movements.
A significant price increase along with a significant volume increase, for example, could be a credible sign of a continued bullish trend or a bullish reversal.
The gradual darkening of the bars is a sign of the strength of the trend.
Volume can be an indicator of market strength, as rising markets on increasing volume are typically viewed as strong and healthy.
How to use alerts
Note that by creating an alert, an instance of the indicator, with all your settings, will be activated on the site's server and alerts will be triggered by it.
After that, changing the indicator settings on the chart will no longer affect the alert.
Open the settings window and select the alert conditions as you wish
Click the Create Alert button (or press the A key while holding down the ALT key)
In the Condition section, select the name of the indicator.
Make the rest of the settings as you wish.
Finally, click on the Create button.
It's finished. After a few moments, your alert will be added to the Alerts menu.
Limits
The labels are displayed after the bars close.
Labels are displayed for the last 10,000 bars.
Spread by//Every spread & central tendency measure in 1 script with comfortable visualization, including scrips's status line.
Spread measures:
- Standard deviation (for most cases);
- Average deviation (if there are extreme values);
- GstDev - Geometric Standard Deviation (exclusively for Geometric Mean);
- HstDev - Harmonic Deviation (exclusively for Harmonic Mean).
These modified functions will calculate everything right, they will take source, length, AND basis of your choice, unlike the ones from TW.
Central tendency measures:
- Mean (if everything's cool & equal);
- Median (values clustering towards low/high part of the rolling window);
- Trimean (3/more distinguishable clusters of data);
- Midhinhe (2 distinguishable clusters of data);
- Geometric Mean ( |low.. ... ... .. .... ... . . . . . . . . . . . .high| this kinda data); <- Exp law
- Harmonic Mean { |low. . . . . . . . . . . . . . .. . . .high| kinda data). <- Reciprocal law
Listen:
1) Don't hesitate using Standard Deviation with non-mean, like "Midhinge Standard Devition", despite what ol' stats gurus gonna say, it works when it's appropriate;
2) Don't check log space while using Geometric Mean & Geometric Standard Deviation, these 2 implement log stuff by design, I mean unless u wanna make it double xd
3) You can use this script, modify it how you want, ask me questions whatever, just make money using it;
4) Use Midrange & Midpoints in tandem when data follows ~addition law (like this . . . . . . . . . . . . . . . . . . . . .). <- just addition law
Look at the data, choose spread measure first, then choose central tendency measure, not vice versa.
!!!
Ain't gonna place ® sign on standard deviations like one B guy did in 1980s lmao, but if your wanna use Harmonic Deviations in science/write about/cite it/whatever, pls give me a lil credit at least, I've never seen it anywhere and unfortunately had to develop it by myself. it's useful when your data develops by reciprocals law (opposite to exponential).
Peace TW
Bhoomi AbsoluteThis is a custom indicator which helps with current trend analysis of lower and higher timeframes and also to know the daily levels of the script.
Crafted for Intraday and Positional users, making their entry, stop loss and targets more precise.
Mean Absolute Deviation BandsThe other way to build bands around price that uses Mean Absolute Deviation instead of Standard Deviation.
MAD is also a measure of variability, but less frequently used. MAD is better for use with distributions other than the Gaussian.
MAD is always less than or equal to Standard Deviation and the resulting bands are more tighter for the same parameters if we compare it to Bollinger Bands.
If you use band stops this can be useful.
Uber ASH - Absolute Strength Histogram [UTS]The Absolute Strength Histogram is an indicator that measures the current strength in market.
If the red line crosses the green line the bears are in control. If the green line crosses the red the market is in favor of the bulls.
General Usage
Signals are created on line cross. They that can be used to EXIT or LONG/SHORT a trade.
It is worth investing the time and fine-tune the settings: e.g. SuperSmoothed 16 and HMA 40 provides decent results.
The colored histogram visualizes if any "strength" is existent and if a trend reversal can become more likely.
Alerts
Traders can easily use the reversal signal to trigger alerts from:
Cross Up
Cross Down
Those values are > zero if a condition is triggered.
Alert condition example: "Cross Up" - "Greater Than" - "0"
Calculation methods
The market “strength” can be calculated in three different ways:
ADX
RSI
STOCHASTIC (default)
Moving Averages
16 different Moving Averages are available:
ALMA (Arnaud Legoux Moving Average)
DEMA (Double Exponential Moving Average)
EMA (Exponential Moving Average)
FRAMA (Fractal Adaptive Moving Average)
HMA (Hull Moving Average)
JURIK (Jurik Moving Average)
KAMA (Kaufman Adaptive Moving Average)
Kijun (Kijun-sen / Tenkan-sen of Ichimoku)
LSMA (Least Square Moving Average)
RMA (Running Moving Average)
SMA (Simple Moving Average)
SuperSmoothed (Super Smoothed Moving Average)
TEMA (Triple Exponential Moving Average)
VWMA (Volume Weighted Moving Average)
WMA (Weighted Moving Average)
ZLEMA (Zero Lag Moving Average)
A freely determinable length allows for sensitivity adjustments that fits your own requirements.
[GM PRO] ASH+The Absolute Strength Histogram with built in strategy tester to help you find optimum trade entries, and best parameters for your System.
Includes
- Backtest start date
- Backtest end date
- Money Managment (percent risk, stop loss and take profit distance and ratio).
- Fully Featured Absolute Strength Histogram - with many MA modes and options.
The indicator comes with default settings. It is up to you to fine tune and find the optimal settings for the market you trade.
Coming Soon - Full fledged Algorithms - including entries, exits, and volatility/volume filters to keep you out of those choppy sideways markets. Look for the GM ELITE tag.
Absolute Strength Index OscillatorChanged values to better match the scale.
Ported to pinescript v4.
Absolute Strength HistogramThe Absolute Strength Histogram
Absolute Strength Histogram is composed of two separate signals - Bulls and Bears. Both signals are plotted on the same graph. By doing so we can see the strength of the buyers and sellers in comparison to one another. When the Bulls Signal is above the Bears Signal, the histogram is blue and the market tends to be trending up (go long). When the Bears Signal is above the Bulls Signal, the Histogram turns red and the market tends to be trending down (go short).
There are two methods for calculation, the RSI and the Stochastic, and both have their merits.
There are also several smoothing algorithms added that you can select from the drop-down. Note that higher smoothing will notify you of trend changes later. Lower smoothing will give you quicker signals at the cost of more errors (false signals or noise).
Happy Trading :)
Balihuntul Normalized Absolute Volume by RRBBalihuntul Normalized Absolute Volume by RagingRocketBull 2018
Version 1.0
This indicator shows absolute and/or normalized volume for an asset, allows for more accurate volume based comparisons (like a log scale for volume).
Volume is measured in coins traded, not USD traded, so direct comparisons of different price moves may not be accurate.
Professional traders usually compare absolute or normalized volumes of trend moves/spikes/dips/capitulation events instead.
When the USD price of an asset is lower you can trade more coins but capitalization won't be as significant as when there are less coins for a higher price.
Similarly, you can normalize volume using:
- price/price ma (to get a bit of a price-weighted volume) or
- volume ma to compare it with its average assuming the total volume is a percentage above or below the MA (100% or 1).
- use alpha multiplier to add/lose a few zeroes if necessary
Features:
- Use Absolute Price Value (Price * Volume) of an asset instead of Coins Traded (Volume) to compare capitalization
- Normalize volume using Price / Price MA / Volume MA
- Supports any existing type of MA: SMA, EMA, WMA, HMA etc
- Oscillator mode with negative axis
- Highlight high volume spikes above MA or hide low volume bars below MA
- Change color based on prev Close or Volume bars
- Change Volume MA color based on a number of last rising/falling bars
- Display volume as 1000s, mlns, or blns using alpha multiplier
Notes:
1. uses plot* and custom hma functions
2. swma has a fixed length = 4, alma and linreg have additional offset and smoothing params
Feel free to use. Good Luck!
[RESEARCH] Mean Absolute DeviationHello traders and developers!
I was wondering how built-in "dev" function in Pine is calculated so I made a little research.
I examined 7 samples:
0) "dev" function itself
1) "dev" according to its description: series - sma(series)
2) Mean Absolute Deviation
3) ratio of the absolute difference from 1) divided by period
4) ratio of the difference from 1) divided by period
5) Median Absolute Deviation
6) tricky for-loop to calculate Mean Absolute Deviation
The results of the null and sixth samples are identical.
So, TV built-in "dev" function represents Mean Absolute Deviation and it's description is incorrect.
Where it is used? For example: Commodity Channel Index. You can check its original formula and if you used simple standard deviation instead of MAD in your CCIs - well guys, you were wrong.
Good luck!
🥢Crypto-Sticks: Absolute Strength Index Osc. by Cryptorthyhms🥢Crypto-Sticks™: Absolute Strength Index Oscillator (Tudor Marcelin)
A new series of indicators brought to you by Cryptorhythms...giving you an alternate look at your trusted favorites! Follow me, there are still 2 dozen Crypto-Sticks indicators planned - all will be released in public library.
🚀Indicator Specific Info
New Crypto-Sticks option is an EMA of the average signal line output. Eventually I will go back and update the previous indicators with this feature as well!
Heiken Ashi candles (default) adds some more clear trend changing points. HA example here:
Volume weighting the HA candles adds a different dimension to the indicator which I have to explore more fully. VW
adds too much noise in my opinion, especially during periods of higher volatility. I left there in case you want to experiment. An example of VW+HA:
💭Please leave me any ideas or feedback you have!
🚫If you use volume weighting you should be on heiken candles.
🚀Crypto-Sticks General Info
🚧This series isnt polished 100%, and I have some more options I will add in the future. But for now, I want to just release them, as I am not sure when I will have the time to put more work into them (many other big projects I am working on).
📊Its basically reinterpretations of all your favorite indicators. I calculate the values a little bit differently than normal, but the end result is creating a candlestick chart (for the indicator!). Then I added the option to plot them as Heiken Ashi candles to smooth out noise and make signaling easier. I recommend using the indicator on this setting.
🔊Lastly I implemented a Volume Weighting system for them all which simply integrates volume into the formulas for these indicators. For the most part this feature is experimental and doesn't provide huge utility (yet - I have other ways I want to try it as well - just no time). Though on some of the indicators it already shows great promise.
👍Enjoying this indicator or find it useful? Please give me a like and follow! There are many more indicators to be released in this series, not to mention I post crypto analysis and other free indicators regularly.
💬Questions? Comments? Want to get access to an entire suite of proven trading indicators? Come visit us on telegram and chat, or just soak up some knowledge. We make timely posts about the market, news, and strategy everyday. Our community isnt open only to subscribers - everyone is welcome to join.
Ultimate Strength Index (USI),Stoch Multi Time Frame(MTF)[cI8DH]Ultimate Strength Index ( USI ) adds stochastic, multi time frame, signal line, histogram, and bar coloring options to RSI and Absolute Strength Index ( ASI ) . It can also turn into an indicator similar to Awesome Oscillator/MACD line. This indicator can be used for analyzing momentum and trendiness/choppiness, as well as identifying swings (stoch). The fix applied in True RSI is also applied here. Chart below shows example multi-TF setup with bar coloring.
For analyzing volume, I made a similar indicator based on money flow and accumulation/distribution, which you can find in the link below.
Aggregation Method
aggregation method = MA Percent => True RSI: momentum and divergence, failure swings
aggregation method = MA => Absolute Strength Index: accurate momentum and divergence
aggregation method = Cumulative => Awesome Oscillator alternative : momentum and divergence, twin peaks, ... (set the smoothing to 5 and signal length to 29ish)
Smoothing, signal line and histogram to detect trend and choppiness
You can apply additional smoothing to USI . Also, you can add a signal line and histogram (histogram is the difference between main line and signal line). To do so, set the signal length to a number greater than one. Signal line can help you detect changes in trend similar to the signal line on MACD. If signal line criss-crosses USI , it shows market is choppy. The worst case is when this criss-crossing coincides with USI flattening near neutral line and histogram height is relatively short; that means market is ded (until it is not; expansion following a contraction period is a common phenomena)! (Bear in mind that histogram will be hidden in stoch mode, and main and signal lines will be hidden in cumulative mode)
Stochastic
To enable stoch, change the stoch length to a number greater than 1 (default stoch length for the built-in RSI stoch is 14). This length should be calibrated depending on TF and asset. If done correctly, it can be a powerful tool for identifying swings. Stoch can be combined with any aggregation method. I recommend using stoch with MA aggregation (i.e. ASI ). For conventional uses of stochastic, please read www.tradingview.com(STOCH) and www.tradingview.com(STOCH_RSI).
Experimental Bar coloring Feature
There is an option to color bars depending on USI's position relative to the signal line. If both TFs are used in coloring and they are in disagreement, the TF with greater histogram height wins. There are two shades of green and red. The darker shade means both TFs agree. If you use the signal line, bar coloring can help with calibrating the indicator (play with parameters until you see a good looking chart i.e. a lot of green candles followed by a lot of red candles in a row). Please note that bar colors might change until candle(s) close(s). The bar coloring rules will most likely change in the future.
Notes
- Smooth MA length N = EMA length 2*N-1
- With correct settings, you can also create an alternative to normalized MACD line in the cumulative mode.
True RSI
Absolute Strength Index
Please give a like, and share the interesting configurations you find in the comments.
Absolute Price Oscillator (APO) Strategy 2.0 The Absolute Price Oscillator displays the difference between two exponential
moving averages of a security's price and is expressed as an absolute value.
How this indicator works
APO crossing above zero is considered bullish, while crossing below zero is bearish.
A positive indicator value indicates an upward movement, while negative readings
signal a downward trend.
Divergences form when a new high or low in price is not confirmed by the Absolute Price
Oscillator (APO). A bullish divergence forms when price make a lower low, but the APO
forms a higher low. This indicates less downward momentum that could foreshadow a bullish
reversal. A bearish divergence forms when price makes a higher high, but the APO forms a
lower high. This shows less upward momentum that could foreshadow a bearish reversal.
WARNING:
- This script to change bars colors.
Stoch Money Flow (ADMF) & Absolute Strength Index (ASI) [cI8DH]This indicator can apply my previous indicator, Historical and Standard Stochastic, to Money Flow (ADMF) or Absolute Strength Index (ASI) or both at the same time. It can also display those two indicators in regular mode as well as showing visual cues when the indicators make new ATH or ATL.
ASI is basically a new name I am giving to my Gain/Loss Moving Average indicator. If you normalize ASI with the moving average of all the changes in price, it becomes identical to RSI. So ASI is basically non-normalized RSI, that is why it should be a more accurate representation of price momentum.
ADMF is an accumulation/distribution and money flow momentum indicator. Both ASI and ADMF are not range-bound so it is not easy to compare them against each other. When stochastic equation is applied to them, they both become range-bound and comparable. The gaps between the two indicator can reveal valuable information about market dynamics. The chart below shows some examples (note the settings).
For conventional usages of stochastic, please read www.tradingview.com(STOCH) and www.tradingview.com(STOCH_RSI). I recommend you to find the optimal length by playing with the stoch length in the indicator settings. If this parameter is calibrated properly, this indicator can be a powerful tool for identifying market cycle.
You can get these features ( ATH , ATL detection and historical stochastic) for any other indicator using the script below:
Normalized Average True Range (NATR) (Volatility) [cI8DH]As you can see in the chart below, regular ATR is not useful for long term analysis. Normalizing it, fixes the issue. This indicator can be used to measure absolute volatility. It has a built-in stochastic as well for relative volatility. ATR counts high and low in the equation unlike Bolinger Band Width.
Stochastic:
Rate Of Change - Absolute ValueMeasures the period's change in terms of the instrument's value (e.g. pip, dollar, etc) instead of as a percentage. I generally use it on a daily time frame with a period=1 to see how the current day's move compares with prior days' moves in order to gain a perspective into how this move ranks historically.
