True Range Adjusted Exponential Moving Average [CC]The True Range Adjusted Exponential Moving Average was created by Vitali Apirine (Stocks and Commodities Jan 2023 pgs 22-27) and this is the latest indicator in his EMA variation series. He has been tweaking the traditional EMA formula using various methods and this indicator of course uses the True Range indicator. The way that this indicator works is that it uses a stochastic of the True Range vs its highest and lowest values over a fixed length to create a multiple which increases as the True Range rises to its highest level and decreases as the True Range falls. This in turn will adjust the Ema to rise or fall depending on the underlying True Range. As with all of my indicators, I have color coded it to turn green when it detects a buy signal or turn red when it detects a sell signal. Darker colors mean it is a very strong signal and let me know if you find any settings that work well overall vs the default settings.
Let me know if you would like me to publish any other scripts that you recommend!
Tìm kiếm tập lệnh với "西布罗姆vs伯恩利"
EURUSD COT Trend StrategyThis is a long term/investment type of strategy designed to have a good idea about where the big trend direction is headed.
Its logic, its made entirely on the COT report, mainly from looking into the net non comercial positions aka the speculators.
For bullish trend we look that the difference between long non comercial vs short non comercial is higher than 0
For bearish trend we look that the difference between long non comercial vs short non comercial is lower than 0.
This is mainly as an educational tool, for a full strategy, I recommend implement other things into it, like technical analysis or risk management.
If you have any questions, please let me know !
Vector ScalerVector Scaler is like Stochastic but it uses a different method to scale the input. The method is very similar to vector normalization but instead of keeping the "vector" we just sum the three points and average them. The blue line is the signal line and the orange line is the smoothed signal line. I have added the "J" line from the KDJ indicator to help spot divergences. Differential mode uses the delta of the input for the calculations. Here are some pictures to help illustrate how this works relative to other popular indicators.
Vector Scaler vs Stochastic
Vector Scaler vs Smooth Stochastic RSI
average set to 100
average set to 200
Currency Strength V2An update to my original Currency Strength script to include a 2nd timeframe for more market context.
Changed the formatting slightly for better aesthetics, as the extra column and colors became unsightly.
Also added a new setting for "Flat Color", which changes the value background to a simple green/red for above or below 50, rather than using the Color Scale that increases color intensity the further it gets from 50.
________________________________________________________________________________
This script measures the strength of the 6 major currencies USD, EUR, GBP, CAD, AUD and JPY.
Simply, it averages the RSI values of a currency vs the 5 other currencies in the basket, and displays each average RSI value in a table with color coding to quickly identify the strongest and weakest currencies over the past 14 bars (or user defined length).
The arrow in the current RSI column shows the difference in average RSI value between current and X bars back (user defined), telling you whether the combined RSI value has gone up or down in the last X bars.
Using the average RSI allows us to get a sense of the currency strength vs an equally weighted basket of the other majors, as opposed to using Indexes which are heavily weighted to 1 or 2 currencies.
The additional security calls for the extra timeframe make this slower to load than the original, but this was a user request so hopefully it will prove worthwhile for some people.
Those who find the loading too slow when switching between charts may be better off still using the original, which is why this is posted as a separate script and not an update to the original.
This is the table with Flat Color option enabled.
Binance Basis OscillatorBinance Basis Oscillator illustrates the premium or discount between Binance spot vs perps.
This indicates whether speculators (i.e. traders on perps) are paying premium vs spot. If true then speculation is leading, indicating euphoria (at certain levels).
Conversely, spot leading perps (i.e. perps at a discount) shows extreme bearish conditions, where speculation is on the short side. Indicating times of despair.
Strategy: Combo Z ScoreStrategy version of Combo Z Score
Objective:
Can we use both VIX and MOVE relationships to indicate movement in the SPY? VIX (forward contract on SPY options) correlations are quite common as forward indicators however MOVE (forward contract on bonds) also provides a slightly different level of insight
Using the Z-Score of VIX vs VVIX and MOVE vs inverted VIX (there is no M of Move so we use inverted Vix as a proxy) we get some helpful indications of potential future moves. Added %B to give us some exposure to momentum. Toggle VIX or MOVE.
If anyone has a better idea of inverted Vix to proxy forward interest in MOVE let me know.
Noticeable delta is that Vix only approach over the back test period is slightly better. Questions would be, what is the structure and nature of the market over the test period and in a bear market would MOVE or combined perform better.
Combo Z ScoreObjective:
Can we use both VIX and MOVE relationships to indicate movement in the SPY? VIX (forward contract on SPY options) correlations are quite common as forward indicators however MOVE (forward contract on bonds) also provides a slightly different level of insight
Using the Z-Score of VIX vs VVIX and MOVE vs inverted VIX (there is no M of Move so we use inverted Vix as a proxy) we get some helpful indications of potential future moves. Added %B to give us some exposure to momentum. Toggle VIX or MOVE.
If anyone has a better idea of inverted Vix to proxy forward interest in MOVE let me know.
Premium on BTC in Russia (%)
Indicator shows the relative "premium" or "discount" of buying BTC with Ruble vs the USD on Binance.
Figures are shown in %.
Positive figures indicate a "premium" vs USD, negative indicates a "discount".
Indicator is calculated on the close of the 4h candles of each input.
Closing MomentumClosing momentum calculates the moving averages of closes and highs vs previous highs plus those of closes and lows vs previous lows to create momentum moving averages. Closes above/below previous highs/lows are weighted more strongly than new high or low wicks above/below a previous highs or lows.
If momentum is up, the background will shade green; brighter is stronger. If momentum is down, likewise with red.
Shifts in momentum are indicated by symbols: triangles indicate a minor shifts, arrows moderate, big arrows major. Likewise, the shade of the symbols indicates strength (darker is stronger).
Using the indicator: long continuous stretches of the same color indicate trend - deeper is stronger. If the shade is lightening or clears and/or if symbols of the other color start appearing, the trend is weakening.
Currency StrengthThis script measures the strength of the 6 major currencies USD, EUR, GBP, CAD, AUD and JPY.
Simply, it averages the RSI values of a currency vs the 5 other currencies in the basket, and displays each average RSI value in a table with color coding to quickly identify the strongest and weakest currencies over the past 14 bars (or user defined length).
The Dir. value looks at the difference in average RSI value between current and X bars back (user defined), telling you whether the combined RSI value has gone up or down in the last X bars.
Using the average RSI allows us to get a sense of the currency strength vs an equally weighted basket of the other majors, as opposed to using Indexes which are heavily weighted to 1 or 2 currencies.
The table doesn't load super fast as we are making 15 Security requests to get the values for each pair (where possible we reverse the values of the pair to reduce Security requests, e.g. we don't need to request EURUSD and USDEUR, we reverse the value to calculate the USD RSI).
Bogdan Ciocoiu - Looking Glass► Description
The script shows a multi-timeline suite of information for the current ticker. This information refers to configurable moving averages, RSI, Stochastic RSI, VWAP and TSI data. The timeframes reflected in the script vary from 1m to 1h. I recommend the tool for 3m scalping as it provides good visibility upwards.
The headings from the table are:
{Close} - {MA1}
{Close} - {MA2}
{Close} - {MA3}
{MA1} - {MA2}
{MA2} - {MA3}
{RSI}
{Stoch RSI K}
{Stoch RSI D}
{VWAP}
{TSI}
{TSI EMA}
{TSI} - {TSI EMA}
► Originality and usefulness
This tool is helpful because it helps users read a chart much quicker than if they were to navigate between timeframes. The colour coding indicates an accident/descendant trend between any two values (i.e. close vs MA1, MA1-MA2, RSI K vs RSI D, etc.).
► Open-source reuse
www.tradingview.com
www.tradingview.com
www.tradingview.com
www.tradingview.com
www.tradingview.com
LankouVsBTCIndicator that displays the asset value VS BTC.
When you are trading an asset VS USDT you may want to check it's value againts BTC also.
Scanner/Screener of Over 40 Coins Per Script I am very scatter-brained by nature and sporadic in my thought processes but if these benefit the community and ya'll ask for more perhaps I will get better and even out a tad....probably not....but you never know. Firstly, allow me to apologize to all the vet/more sophisticated coders out there whose eyes and brains might just be overly taxed due to my poor coding structure. Im just getting started for the first time in ANY sort of coding...so cut me a little slack. Also, if anyone sees any mistakes or the functionality is not as I proclaimed, PLEASE do let me know. In these past 12mo of me learning my 1st coding language (Pinescript) I would say that I have been intently focused on creating all types/sorts of scanners/screeners. Ive always hoped to be a benefit to the community as I was always SO grateful to those who have come before me that have led me to the little bit of progress I have made with Pinescript. This script is not necessarily something that should be traded with as it is just a thrown together example showing a scanner/screener whose results produce plot outputs (ie, Rate of Change / oscillators as well / etc) and how they can be used in the alert system so that only 1 alert has to be set per iteration of the script but more importantly how to use/scan/screen with over 40 coins per script. My intent is not to trick anyone here. So to be PERFECTLY CLEAR, more than 40 coins CAN in fact be screened/scanned from one script (here I am doing all of KUCOIN's Margin Coins...72 total I look at)...BUT...(heres the catch) it must be added to the chart however many times EQUAL to the amount of "sets" you have in your script. (Heres the limitation by TV) There cannot be more than 40 coins in each "set". The less coins you have per set, the quicker the script will startup and run, thus, the quicker alerts will be received if automating the process. Though, if you only have the free plan and can only have MAX 3 indicators per chart then the MAX you can screen at a time is 120 coins if you use 40 coins per set. So, this is the first one I would like to introduce. For this one your screener/scanner must be using some sort of plots as output that is being screened for. (original inspiration of ALL my variations mainly come from @QuantNomad, @daveatt, and @LonesomeTheBlue (and a few others I may be forgetting at the moment). Thanks for the inspiration through countless publications that ya'll have created for us in the community.
Some of my variations are more complex/elegant than others but there are MANY very different ones that I would like to share with the community. If you leave a comment and wonder why I have not responded but did so to every comment around yours...see if you are one of the individuals in this next few sentences...and if you are then perhaps someone else would like to waste their time responding to your comment...but basically, if you don't want to spend the time helping yourself by reading the title, description section, AND the comments section (at least scanning them) then I am MOST DEFINITELY not going to help you down your path of destruction that is most likely soon to be your blown-up trading account. I was called a "masochist" after asking for guidance on if its worth the headache to publish anything on TV bc there will NO DOUBT be comments that'll make me wish I didn't (ie. someone CLEARLY not reading the description (or seemingly even the title sometimes) bc they make a comment that has been explicitly addressed, or someone asking to rebuild the code compatible for another charting software or whatnot, or how about those asking if it repaints (this one is almost always addressed in the comments section but I can understand this question more than others as Im only 1 yr into learning any sort of coding for the first time in the beginning I saw people ask on EVERY script about if it repainted and it was worrisome at the lest (esp bc I didn't even understand what it was not so long ago, or my favorite...what TF it works best on...these people CLEARLY need not be trading yet if your still asking questions as such...Ill end it there). Point being, Ive got some truly VERY useful scripts that I want to share and as long as these people don't make me regret doing so in the beginning, then whats mine...will soon be yours. Though, I will take a little time between the releases.
YOU GUYS (TV and its community) ARE AWESOME (most of you anyways ;)
MUCH LOVE,
ChasinAlts
(1) INPUTS
Here is where the "sets" come in. I am looking at all of KUCOIN's Margin Coins (72 of them at least) so am splitting them up into 3 sets/iterations and a copy of the script must be added equal to amount of "sets" you have here. This is the ONLY workaround I have found to be able to scan/screen with more than 40 coins per script (due to TV's limitation of 40 Security Calls per script) ***So for everyone saying it's impossible scan more than 40 Coins per scipt...it' MOST DEFINITELY possible....BUT ONLY by adding this script multiple times on the chart and selecting 1 of each of the "sets" in the script settings via the chart window. To save the much needed room you must push each iteration of the script into 1 window and merging the scales of each into 1 scale(ie. "Scale A") within the settings of the script name on the chart(3 horizontal dots)
(2) FUNCTION
(2.1) COLORIDs
This is just to set up all my Colors of plots which are being matched with their respective labels. I have a diff color for each of the 72 coins Im plotting so Im telling the function, "depending on which set of coins I select...give me this color out of the colors I input later into the function"
(2.2) TICKERID CONSTRUCTION
I construct the tickerID this way so that the labels on my plots have only the Coin's name vs the label having the (Exchange Name):(Coin Name)(Base Pair Name). If you are using more than 1 Base pair (ie. XRP/BTC and XRP/USDT and XRP/ETH) OR more than 1 Exchange OR want your plots to show MORE THAN just the Trading Coin's name, then the tickerID MUST BE constructed differently
(2.3) SECURITY CALL & PLOT OUTPUT VARIABLES
If using a Higher Time Frame in Security Call then it MUST BE adjusted to permit or dissallow repainting if you so wish (BEYOND THE SCOPE OF THIS PUBLICATION so Do Your Own Researh). If your MAIN LOGIC is more complex than simply using a TV built-in function), THEN it MUST BE built into its own function outside of this function and called on within the "expression" slot of this Security Call OR can also be built into this function and called on in the "expression" slot of this Security call (BEYOND THE SCOPE OF THIS PUB SO DYOR). FURTHERMORE...when you are using a series(ie high/low/close/open/hl2/etc) / bar_index / time / etc that will be specific to the Coin/tickerID, then they MUST BE explicitly used within the "expression" slot of the Security Function when calling on your Main Logic or else it will pull the series/time/bar_index/etc from the Coin that the Chart is presently on (BEYOND THE SCOPE OF THIS PUB SO DYOR)
(2.4) PLOT LABEL
This is the Plot's Label that will be next to the end of the plot on the LAST bar_index. ***Notice in the "text" slot of the label I have "_coin" (without the quotes obviously)...this is where have JUST the Coin's name comes into effect on the label vs the (Exchange Name):(Coin Name)(Base Pair Name) which looks MUCH cleaner
(2.5) ALERT LOGIC / ALERT LABEL
Your alert logic need not be as complex as this... I just wanted to create a decent enough timing for this system and wanted to simply print the labels displaying which coin produced the alert at the same time the alerts would go off. Alert is set up to Trigger Bullish when the ROC is below the Threshold and _chg > _chg X=length of bars inputted in "Rising/Falling Length" setting and vise versa for Bearish Alerts. If _chg plot only goes past threshold for a VERY few amount of bars NOT providing enough time for initial Alert to trigger, then alert/label triggers on crossing of threshold back towards 0(zero). ONLY 1 alert needs to be set per script to be able to scan ALL 72 of the coins as I have them in this script. Timing of Alert is inline with the name label printed past the thresholds.
(3) VARIABLES FROM MAIN FUNCTION
This is the tuple of the Main Function that outputs the variables from 3 lines up to be able to plot the lines and color them according to the colors on the labels. *** As of now, we CANNOT plot from within the function so MUST BE done this way to produce the variables and colors needed. The plots are the ONLY thing in this script that cannot be executed from within the function
(4) LINE PLOTS
ALL output variables from our Main Function are used here for the line plots
Monthly Returns in Strategies with Market BenchmarkThis is a modified version of this excellent script Monthly Returns in PineScript Strategues by QuantNomad
I liked and used the script but wanted to see how strategy performed vs market on each month/year. So I am sharing back.
The modification consists in adding Market or Buy & Hold performance between parenthesis inside each cell to better see how strategy performed vs market.
Also, 3 red levels and 3 green levels have been used :
For green :
1/ Light when strategy pnl > 0 but < market
2/ medium when strategy pnl > 0 and > market
3/ Dark when strategy pnl > 0 and market < 0 or pnl > market x 2
Same logic in the opposite direction for red.
The strategy provided here is just a showcase of how to use the table in pine script.
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.
Stock vs Index vs Vix (Adjusted)
Usually stocks move with Indexes and against Vix, so with this script you can compare and see how strong is the price movement of an asset.
Try to find what Index (e.g. SPY, QQQ, IWM) and Vix (e.g. VIX, VXN, RVX) fits better for selected symbol.
If price moving in the upper channel = price movement is strong.
If price moving in the lower channel = price movement is weak.
If price is stronger than Index and Vix = good sign.
If price is weaker than Index and Vix = bad sign.
Strong support and resistance lines are at 66.6 and 33.3
Disclaimer:
Trading success is all about following your trading strategy and the indicators should fit within your trading strategy, and not to be traded upon solely
The script is for informational and educational purposes only. Use of the script does not constitute professional and/or financial advice. You alone have the sole responsibility of evaluating the script output and risks associated with the use of the script. In exchange for using the script, you agree not to hold dgtrd TradingView user liable for any possible claim for damages arising from any decision you make based on use of the script
Smoothed Waddah ATR~~~All Credit to LAZY BEAR for posting the original Script which is an old MT4 indicator.~~~~
No this system does not repaint... if it does let me know. Either the code is wrong or you are using a repainting chart such as renko candles.
*PURPOSE*
This Is an "Enhanced or Smoothed" version of the script that captures the heiken-ashi closing price as its main calculation variable. While using normal bar or line charts. Enhancements integrate trade filters to reduce false signals.
*WHAT TYPE OF TRADING STRATEGY IS THIS?*
This is a Long Only, Trend Trading System. Is intended to be applied to Charts/Timeframes that produce sustainable trends for which ever asset you are trading.
*NOTE OF ADVICE REGARDING SETTINGS*
Settings can be tweaked but I have found that best results come with the given settings. If a chart is too choppy to trade this indicator successfully, it is advised not to change the settings but either find a different timeframe or different asset to apply this strategy to.
TLDR
Indicator measures the change of the MacD (difference between MAC D of given EMA's) and compares it to the difference between the Upper and Lower Bollinger bands. Green bar over trigger line= entry. Red bar over trigger line = close.
*SETTINGS AND INPUTS*
-MacD of HeikenAshi chart (will always be of the Heikenashi chart even when applied to different chart type)
sensitivity = input(150, title='Sensitivity') =range should be (125-175)multiplier so that MacD can be compared to BB
fastLength = input(20, title='MacD FastEMA Length')
slowLength = input(40, title='MacD SlowEMA Length')
-Bollinger Band of currently used price chart type
channelLength = input(20, title='BB Channel Length')
mult = input(1.5, title='BB Stdev Multiplier')
-14 Period RSI Trade Filter (set to 0 to Disable)
RSI14filter = input(40, title='RSI Value trade filter') =only gives entry when RSI is higher than given value
*ABSTRACT & CONCEPT*
TLDR - Indicator measures the change of the MacD (difference between MAC D of given EMA's) and compares it to the difference between the Upper and Lower Bollinger bands. Green bar over trigger line= entry. Red bar over trigger line = close.
Indicator plots -
Bars are the change in the MAC D and the indicator line is the difference in the BB.
When Bars are higher than the indicator line then it is considered a trend "Explosion"
Green Bars are Trend Explosion to the upside, Red Bars are Trend explosion to the downside.
GENERAL DETAIL-
the core calculation is measuring the change in MacD of current candle compared to the MacD of two previous candles.
This value is multiplied by the sensitivy so it can be compared to the change in Bollinger Band Width.
if the MACD change is positive then you get a green/lime bar for that value. If the MacDchange is negative you get a red/orange bar for that value.
and are determined by whether the actual change is increasing in that direction or decreasing. (bars getting taller or bars getting shorter)
Entry signal for long is A positive change in MACD difference (Green bar) that is greater than the change of the bollinger band (orange signal line) AND if the RSI value is above your filter.
Close signal or Trend Stop Warning Signal is given when a Negative MacD Difference (red bar) is greater than the change of the bollinger band (orange Line)
*CONSIDERATIONS AND THOUGHTS*
I have over 150 iterations of this indicator and this is the most consistent and best version of settings and filters I was able to generate. I built this indicator specifically for 3 charts. SPY monthly, QQQ monthly, BTC 3 Day. However this indicator works well on any long term bullish chart. (tech stocks are great) .
Trend trading systems are intended to be homerun hitting, plunge protecting indicators that allow for long legs and expanding volatility. This indicator does this as the trigger line is Dynamic with the expansion and contraction of the bollinger band.
I do not take every signal specifically not the close signals. Instead they more like warnings in ultra bullish environments.
If i had to pair this indicator with any other filter than the RSI, it would be a long term moving average i.e. the 50 week or equivalent for your chart. signals above rising moving averages means that you are trading with an upward trending market.
Hope this helps. Happy trades.
-SnarkyPuppy
Daily DeviationShows you the normal deviation from the OPEN based upon historical data.
Levels measured:
Normal range (1 standard deviation) of the CLOSE (vs the OPEN).
Normal daily HIGH +1, +2, +3, and +4 standard deviations.
Normal daily LOW -1, -2, -3, and -4 standard deviations.
Configuration:
Always shows you the normal CLOSE vs OPEN range for the current session.
Can display previous day's ranges (extra days) based upon the calendar (not trading days).
Normally displays which levels have been exceeded (to reduce noise and keep auto-scale to a minimum), but can show all the ranges for the current session.
The default number of days to measure (50) will affect the accuracy but outliers are cleaned to avoid dramatic variance.
Note:
These are only statistical representations of what has occurred in the past. You can interpret the current price as oversold or overbought for the day (and only that day) relative to the OPEN. Gaps high or low are not considered in the equation.
Triple Modified Hull Moving Average Cross By <Zakaria>Triple Modified Hull Moving Average Cross By
What is this?
this is a modified formula for Hull moving average, it is more accurate and predicts the golden and death cross earlier.
How to use?
Work better in high time frames (1D,1W)
the white line vs the red and the orange lines :
1 - when the white line crosses the red and the orange lines from the bottom the price will go down . Death cross!
2 - when the white line crosses the red and the orange lines from the top the price will go up . Golden Cross!
the red line vs the orange line :
1- when the orange line crosses the red line from the bottom the price will go down . Death cross!
2 - when the orange line crosses the red line from the top the price will go up . Golden Cross!
p.s: the lag between these two lines will be very small. use it in the 1W time frame to predict where exactly the bull market will end.
You can input your personalized values if you want!
Drawdown RangeHello death eaters, presenting a unique script which can be used for fundamental analysis or mean reversion based trades.
Process of deriving this table is as below:
Find out ATH for given day
Calculate the drawdown from ATH for the day and drawdown percentage
Based on the drawdown percentage, increment the count of basket which is based on input iNumber of ranges . For example, if number of ranges is 5, then there will be 5 baskets. First basket will fit drawdown percentage 0-20% and each subsequent ones will accommodate next 20% range.
Repeat the process from start to last bar. Once done, table will plot how much percentage of days belong to which basket.
For example, from the below chart of NASDAQ:AAPL
We can deduce following,
Historically stock has traded within 1% drawdown from ATH for 6.59% of time. This is the max amount of time stock has stayed in specific range of drawdown from ATH.
Stock has traded at the drawdown range of 82-83% from ATH for 0.17% of time. This is the least amount of time the stock has stayed in specific range of drawdown from ATH.
At present, stock is trading 2-3% below ATH and this has happened for about 2.46% of total days in trade
Maximum drawdown the stock has suffered is 83%
Lets take another example of NASDAQ:TSLA
Stock is trading at 21-22% below ATH. But, historically the max drawdown range where stock has traded is within 0-1%. Now, if we make this range to show 20 divisions instead of 100, it will look something like this:
Table suggests that stock is trading about 20-25% below ATH - which is right. But, table also suggests that stock has spent most number of days within this drawdown range when we divide it by 20 baskets instad of 100. I would probably wait for price to break out of this range before going long or short. At present, it seems a stage ranging stage. I might think about selling PUTs or covered CALLs outside this range.
Similarly, if you look at AMEX:SPY , 36% of the time, price has stayed within 5% from ATH - makes it a compelling bull case!!
NYSE:BABA is trading at 50-55% below ATH - which is the most it has retraced so far. In general, it is used to be within 15-20% from ATH
NOW, Bit of explanation on input options.
Number of Ranges : Says how many baskets the drawdown map needs to be divided into.
Reference : You can take ATH as reference or chose a time window between which the highest need to be considered for drawdown. This can be useful for megacaps which has gone beyond initial phase of uncertainity. There is no point looking at 80% drawdown AAPL had during 1990s. More approriate to look at it post 2000s where it started making higher impact and growth.
Cumulative Percentage : When this is unchecked, percentage division shows 0-nth percentage instad of percentage ranges. For example this is how it looks on SPY:
We can see that SPY has remained within 6% from ATH for more than 50% of the time.
Hope this is helpful. Happy trading :)
PS: this can be used in conjunction with Drawdown-Price-vs-Fundamentals to pick value stocks at discounted price while also keeping an eye on range tendencies of it.
Thanks to @mattX5 for the ideas and discussion today :)
Zendog V2 backtest DCA bot 3commasHi everyone,
After a few iterations and additional implemented features this version of the Backtester is now open source.
The Strategy is a Backtester for 3commas DCA bots. The main usage scenario is to plugin your external indicator, and backtest it using different DCA settings.
Before using this script please make sure you read these explanations and make sure you understand how it works.
Features:
- Because of Tradingview limitations on how orders are grouped into Trades, this Strategy statistics are calculated by the script, so please ignore the Strategy Tester statistics completely
Statistics Table explained:
- Status: either all deals are closed or there is a deal still running, in which case additional info
is provided below, as when the deal started, current PnL, current SO
- Finished deals: Total number of closed deals both Winning and Losing.
A deal is comprised as the Base Order (BO) + all Safety Orders (SO) related to that deal, so this number
will be different than the Strategy Tester List of Trades
- Winning Deals: Deal ended in profit
- Losing deals: Deals ended with loss due to Stop Loss. In the future I might add a Deal Stop condition to
the script, so that will count towards this number as well.
- Total days ( Max / Avg days in Deal ):
Total Days in the Backtest given by either Tradingview limitation on the number of candles or by the
config of the script regarding "Limit Date Range".
Max Days spent in a deal + which period this happened.
Avg days spent in a deal.
- Required capital: This is the total capital required to run the Backtester and it is automatically calculated by
the script taking into consideration BO size, SO size, SO volume scale. This should be the same as 3commas.
This number overwrites strategy.initial_capital and is used to calculate Profit and other stats, so you don't need
to update strategy.initial_capital every time you change BO/SO settings
- Profit after commission
- Buy and Hold return: The PnL that could have been obtained by buying at the close of the first candle of the
backtester and selling at the last.
- Covered deviation: The % of price move from initial BO order covered by SO settings
- Max Deviation: Biggest market % price move vs BO price, in the other direction (for long
is down, for short it is up)
- Max Drawdown: Biggest market % price move vs Avg price of the whole Trade (BO + any SO), in the other
direction (for long price goes down, for short it goes up)
This is calculated for the whole Trade so it is different than List of Trades
- Max / Avg bars in deal
- Total volume / Commission calculated by the strategy. For correct commission please set Commission in the
Inputs Tab and you may ignore Properties Tab
- Close stats for deals: This is a list of how many Trades were closed at each step, including Stop Loss (if
configured), together with covered deviation for that step, the number of deals, and the percentage of this
number from all the deals
TODO: Might add deal avg value for each step
- Settings Table that can be enabled / disabled just to have an overview of your configs on the chart, this is a
drawn on bottom left
- Steps Table similar to 3commas, this is also drawn on bottom left, so please disable Settings table if you want
to see this one
TODO: Might add extra stats here
- Deal start condition: built in RSI-7 or plugin any external indicator and compare with any value the indicator plots
(main purpose of this strategy is to connect your own studies, so using external indicator is recommended)
- Base order and safety orders configs similar to 3commas (order size, percent deviation, safety orders,
percent scale and volume scale)
- Long and Short
- Stop Loss
- Support for Take profit from base order or from Total volume of the deal
- Configs help (besides self explanatory):
- Chart theme: Adjust according to the theme you run on. There is no way to detect theme at the moment.
This adjust different colors
- Deal Start Type: Either a builtin RSI7 or "External indicator"
- Indicator Source an value: If using External Indicator then select source, comparison and value.
For example you could start a deal when Volume is greater than xxxx, or code a custom indicator that plots
different values based on your conditions and test those values
- Visuals / Decimals for display: Adjust according to your symbol
- BO Entry Price for steps table: This is the BO start deal price used to calculate the steps in the table
RedK Bar Strength Inspector / Bar Strength Index (BSI)Summary
=========
The Bar Strength Inspector / Bar Strength Index (BSI) is an indicator that evaluates each price bar against a user-selectable set of "strength categories" - BSI then calculates a combined score from these categories and provides an index - plotted as a centered oscillator - roughly similar to the way Relative Strength Index (RSI) works, which can be used to evaluate the strength of price move and the possibilities of trend continuation or reversal.
Background
=============
BSI is like a Swiss-army knife with many components - so apologies upfront if this guide gets long - and i know i will still miss few pieces that needs explaining. please alert me if something is not clear.
BSI is an advanced / re-built version of my Ultimate Trader Oscillator (UTO)
I continue to believe that one of the best trading tools that i can use, is a tool that can automate the visual inspection of the price chart - a tool that simulates (and quantifies in numbers/score) the way we visually look at a certain price bar, and make a judgement that "this is a strong bar, so I expect the trend down to possibly reverse" - BSI is a an attempt to achieve that. An attempt to answer a simple question (in a quantifiable manner):
how strong / weak is this price bar - how does it compare to previous bars ? what is the average of that strength (or weakness) for the last few bars ?(based on the trader's preferred timeframe)
How does BSI work
====================
* BSI will inspect and evaluate each bar against various (selectable) strength categories.
* BSI will give a -100/+100 score against each "strength category", then combine these scores into an index and create an average of that index
* the average index (also called BSI) will be calculated for both a short and long lengths
* the short length represents "local / short-term" strength - plotted as a blue/orange line (with an additional signal line to make easier to "read")
* the long-term reflects the broader bias (sentiment) - plotted as green/red area (or mountain)
How is BSI different from UTO
=============================
- I wrote BSI from the ground up to validate each scoring calculation and the resulting outcomes - so i would consider BSI to be more accurate than UTO
- i wrote BSI in a way to make it a lot more flexible. BSI allows me to choose which category to include in the "inspection"
- the strength categories are streamlined to reflect single bar strength, strength from bar-to-bar, and relative strength (range and volume) - they have also been chosen in a way that map to commonly used Technical Analysis concepts, to increase the value of BSI and the ability to compare with other common indicators (for example, BoP, Stochastic, Relative Volume and RSI)
- added the table view - which i use mainly to track the action within the current bar - and to learn more about how to evaluate strength vs weakness with various chart patterns
- UTO still represents the foundation of this work - but i will not update UTO any longer so all changes will be applied to the BSI- i have been using both UTO and BSI to guide my trading for the past few months.
- couple of other features in BSI:
- support for instruments with no volume data (even if the user chooses volume) - number of inspection categories will show as "7" in that case
- ability to plot the individual category scores, and the total weighted score (for the selected categories) - these plots are hidden by default
- ability to see the total score for all 8 (or 7 in case no volume data) categories regardless of how many are active - but only in the table view
- ability to be used as both a lower (independent) and a top indicator (on the price chart) -- see below examples.
Structure of the BSI Strength Categories
=====================================
The first 3 inspected strength categories focus on "single bar strength", they evaluate how the bar closes compared to the low, the Balance of Power (BoP) and the relative BoP
The next 3 categories focus on evaluating the bar-to-bar strength: how the bar closes compared to the low of the 2-bar range, how the bar closes compared to prior close - and the relative "shift"
The last 2 "strength" categories evaluate the relative range of bar compared to recent average range and the relative volume.
Understanding the bar inspection & scoring approach
==================================
During inspection for each category, a score is calculated with a value between 0 to 100, then it will be made "directional" - which means that +100 represents highest possible strength score and a value of -100 is the highest possible "weakness" score
Note that a 0 score doesn't mean "weak" - but rather "neutral" - this can be a bit confusing until we get used to the way BSI scoring works.
Example: in relative volume, a bar associated with the lowest volume observed during the lookback length, will have a 0 relative volume score -- while a bar associated with the highest volume observed will have either a +100 or a -100 score (depending on whether it's an up or down bar) - same thing for relative range.. and so on
Here are the 8 strength categories evaluated by the BSI
1 Bar closing score
2 Body : Spread (BoP) ratio
3 Relative BoP
4 2-bar Closing Score
5 2-bar Shift Ratio (Shift : 2R)
6 Relative Shift
7 Relative Range
8 Relative Volume
Specific meaning of keywords / concepts (within BSI context):
======================================================
Relative : compared to recently observed values (= within Lookback # bars)
Shift : the change in closing value vs prior bar
Bar Spread : high - low
Range : True Range ..... as in the tr() Pine function, so not to be confused with "spread"
More detailed notes about scoring and calculations for each strength category are included within the code
BSI Settings:
=============
Here is a chart showing the main sections in the BSI Settings box and how to configure it to your preference
Using the BSI:
================
- I use BSI for 2 main scenarios
(1) Guiding my Day-to-day trading: the usage here is roughly similar to a volume-weighted dual-period RSI .. with a lot more options - picking and choosing between the 8 strength categories in BSI allows for 255 variations of "strength evaluations" - a trader can choose to focus only on "single bar strength" score categories, so only picks the top 3 in the settings - another trader wants to track only the strength reflected by the relative range and relative volume, so picks the lower 2 categories. another trader wants to use BSI as a volume weighted Balance of Power.. and so on. Many combinations are possible.
i have added couple of charts that explain some of the "signals" we can expect from BSI (below chart) - note that i use the "Green/Red mountain plot" as the "prevailing sentiment" - as it confirms the longer term strength (or weakness). the BSI line plot reflects the short term strength and not necessarily tied directly to how the price is moving (see example in the chart - and also compare to how RSI works)
- 2 important points here if you plan to use BSI in trading: set BSI up on a 1-min or 5-min chart and watch how it works to learn how it evaluates each bar - and always use BSI in combination with other indicators that you are familiar with to validate and confirm any signals
(Important note: do not react to the values in the table as they change in real time - i found that to be very tempting - rather look at the broader context and the flow of the BSI / sentiment) - you can also test BSI with Paper Trading in TV - it's like a new car that you need some time to get used to :)
(2) Use BSI to help learn chart / pattern analysis - watch BSI print scores against the various categories in real time to hone your chart (pattern) reading skills and how to evaluate strength of various bar shapes - for example, a bar that closes at the high but does not reach the mid point of the prior bar - strong or weak ? how about a doji or a hammer ? ...etc
Chart showing main usage scenarios
Example BSI in real time:
======================
I hope this work helps few fellow traders hone their trading skills, or help inspire other ideas - please let me know if you have feedback or suggestions.
Alt Golden Ratio by USCG_VetPine Script math based on the medium article by Philip Swift.
Idea based from Willy Woo Charts.
Disclaimer: None of this Pine Script, Title, nor Description should be used for Financial Advice. For Education Purposes Only.
Purpose: Identify a Golden Ratio Cross of the 350 Daily MA vs the 111 Daily MA with Multiplier to theorize where local valuation tops or bottoms could be approximated. NOT FINANCIAL ADVICE!
Parameters:
DMA A: short Daily Moving Average
DMA B: long Daily Moving Average
Golden Ratio: point where short Daily Moving Average crosses value assigned in parameter.
Indicators:
S2: Cross of DMA A vs DMA B in upward direction (approximate local top)
Sn: additional approximate top indicators
Sell1: first approximate local bottom
Selln: additional approximate local bottom indicators
GR: Golden-Ratio Cross of DMA A
[JL] Nine Currency ComparisonI usually only trade major and minor pairs.
But just got an idea to show all 8 currencies based on SGD on one chart.
So I made this script - another currency strength index.
Tradingview does not have SGDCAD, so based on SGD we can only watch other currencies vs SGD.
But for other currencies, the chart display the curency vs others.
