AlAlawi ~ Volume Confidence Breakout

This indicator shows X amount of Volume bars Lognormal Mean and Standard Deviation, then applies your confidence level.
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Changed the line to a Histogram with easier to see Get Ready Bars.
This indicator is one of my favourite for its sheer simplicity, enjoy it!
Changes are done to the script to improve missed Volume Breakouts due to Standard Error of the Sample size, I decided to have it relatively aggressive to increase the number of breakouts for overall less volatile instruments that most FX Traders would enjoy such as EURUSD
Note~ The aggressiveness here is not considered a faulty approach, just statistically riskier relatively while this indicator is also not built to be used Solely without due diligence.
If you make money with this Replacement of the Volume, SMASH that LIKE button to help boost the Free Indicators Morale!
Hit like or TROLL this indicator out!
So we run a count of Breakouts to adapt for Significant Activity,
if there were Less than 25 Breakouts, we would have 90% 1.645
if there were Less than 50 Breakouts, we would have 95% 1.96
if there were Less than 75 Breakouts, we would have 99% 2.576
Else Pi is what I use as my THEORETICAL 100% Confidence Level.
if you don't like it TROLL this indicator, else a simple thank you is just a good motivation.
I decided to trim away the outliers in the sampled data should they become in excess of 95% or lower than 5% to avoid skewed data and get a normal distribution (less probability in the tails)
This hopefully would now work better on Stocks due to the nature of trading on equities.
To allow a selective variety for the amount of data to trim from the volume ... this is generally valid for stocks that relatively drops dead on volume during the day ... this allows you to put a trim on the top and lower ~ 90 95 99 and the virtual 100% at 99.999999
play up the options and let me know if this indicator helped you in any way in the comments below..
This gave me an idea to look at Volume in terms of a Multiple from the Current Price to illustrate areas of high activity and or interest.
To KISS ~ Keep it Simple.
A Stock with 10M shares floating is worth 20$ per share beginning of the year with a Volume of 1M per day VS Today is priced at 7$ with 1M Volume a day is not the same interest level and or activity!
Although the money exchanged was the same at 1 Million, however, the interest at 7$ with 7$x10M shares = 70M Market Cap where 1M Trading Volume is 1.43% of the Companies fair value while the 20$ beginning of the year X 10M shares is worth 200M Market Cap where 1M Trading Volume is only 0.5% of the companies fair value.
This multiple theory in my opinion only! I don't care if you agree, troll me in the comments; would serve as a better measure of interest and or activity levels.
Concept Correction and Reversal ~ No longer continuing with a Volume multiple from Float is no feasible. Reasons;
The script was previously dividing the # of Shares traded (volume) by current bar instead of multiplying them for shares notional average value traded.
The volatility of the floats with no live access to the data as companies may announce the Shelved Shares any day during the year.
The financial() function only provides the Financial Year Float, not even the Financial Quarter.
Having done the below changes, I truly believe this Volume indicator is a much better upgrade to the Traditional Volume indicator.
** Please stop using the previous versions and ensure you are up to date to the Latest Published Version!!
I think this will take some getting used to as it increases additional lines to look at for no reasons, (Again can be removed).
Let me know what you think needs improvement if any.
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Penafian
Skrip sumber terbuka
Dalam semangat sebenar TradingView, pencipta skrip ini telah menjadikannya sumber terbuka supaya pedagang dapat menilai dan mengesahkan kefungsiannya. Terima kasih kepada penulis! Walaupun anda boleh menggunakannya secara percuma, ingat bahawa menerbitkan semula kod ini adalah tertakluk kepada Peraturan Dalaman kami.
Untuk akses pantas pada carta, tambah skrip ini kepada kegemaran anda — ketahui lebih lanjut di sini.