Array to SMA/EMAThis script is to help people with converting arrays to Simple Moving Average and Exponential Moving Average arrays. It is the same as using ta.sma() or ta.ema() in v5 with series but it takes an array as input instead. Both functions have inbuilt bad-input checking logic to ensure that the period length is not too high or too low - which could give unwanted results. If such values are used, the functions will output an array of the same length with NaN values. The EMA function also has an optional argument called sma_seed , which determines whether the first value in the output array will be the SMA of the first value from the input array (true) or the first value itself (false). Both functions work independently of one another, all you have to do is copy the entire function into your code and off you go! I can add more functions such as RMA or VWMA if there is demand, let me know and leave a like! ~ if you want.
Đường Trung bình trượt Đơn giản (SMA)
Mean Reversion Strategy v2 [KL]Description :
This strategy will enter a position when the following conditions are met:
a) Main signal: When source data (ATR) diverts from its moving average value, and
b) Confirmation: If predicted direction of trend is favorable.
Assumptions :
During periods of high price volatility, ATR diverts from its moving average value. Eventually, ATR should revert. But since just knowing the magnitude of increase/decrease of ATR does not indicate a trend signal, we need to introduce a model to predict the current trend.
In short:
• Trend Prediction : This strategy calculates the expected logarithmic return of the security (the "Drift") and considers prices to be moving in uptrend if the drift curve is upward sloping.
• Assessment of ATR diversion : To determine "yes/no" regarding whether ATR at a given point in time has diverted, this script conducts a two-tailed hypothesis test at each candlestick period. The null hypothesis (H0) is that the fast moving average value should equal the slow moving average value (say, denoted as H0: atr14 == atr28; it is assumed that atr28 is more meaningful for the purpose of describing the current trend because it has a larger sample size). Investopedia has an article summarizing this topic .
Exit Condition :
When trailing stop loss hits.
Previous version :
This strategy is based on Version 1 published back in September . This older version considers +/- one standard deviation to be the critical values relative to average ATR when testing whether ATR has diverted from the mean. This does not take Standard Error ("SE") into account. As a result, the threshold is often too wide and it generates too many entry signals.
Column XO ZoneColumn XO is an indicator in Prashant Shah's book Trading The Markets The Point & Figure Way. It counts a number of Xs and Os in every column for the length period. Both Xs and Os are calculated separately. Then, both results are divided by half the number of columns which is set by length.
I personally don't find this indicator very useful, because all it can offer is very clear in Point and Figure charts. However, it was designed to give some information on volatility as well as direction.
Good luck!
Column XOColumn XO is an indicator in Prashant Shah's book Trading The Markets The Point & Figure Way. It counts a number of Xs and Os in every column for the long period. Then, the result is divided by the number of columns which is set by length.
This indicator is designed to identify changes in volatility and works well with Wyckoff's Law of Cause and Effect. The longer the price spends in the consolidation, the more volatile and far-reaching should the expansion phase be.
Good luck!
Price Movement Trend By Alireza Phoenix (Logarithmic)hi Traders
This logarithmic indicator shows the price movement trend, which is designed based on logarithmic functions and moving averages.
The Price Movement Trend Display Composed By :
A leading line consisting of the natural logarithm of Running Moving Average with length 60 and Offset 20 , and is displayed in red line.
A signal line consisting of a natural logarithm of an exponential moving average of length 90 , and is displayed in green line.
A price line consisting of the natural logarithm of a simple moving average along 1 whose source is price close , and is displayed in blue line.
A hidden price line consisting of the natural logarithm of a simple moving average along 1 and its source being the highest and lowest average prices , and is displayed in maroon line.
Learning how to get a signal from the price Movement trend indicator:
Moving the signal line and breaking the leading line upwards to form a green cloud is a buy signal.
Moving the signal line and breaking the leading line downwards that forms a red cloud is a sell signal.
Moving the price line and breaking the trend cloud upward , is a buy signal
Moving the price line and breaking the trend cloud downwards , is a sell signal
My instagram id : @pnxf6
ترجمه فارسی :
سلام تریدرها
این اندیکاتور لگاریتمی ، نمایش دهنده روند حرکتی قیمت است ، که بر اساس توابع لگاریتمی و میانگین های متحرک قیمت طراحی شده است
این اندیکاتور تشکیل شده از :
یک خط پیشرو متشکل از لگاریتم طبیعی متحرک وزنی نمایی مورد استفاده درآر اس آی به طول 60 و انحراف 20 است
یک خط سیگنال متشکل از لگاریتم طبیعی میانگین متحرک نمایی با طول 90
یک خط قیمت که متشکل از لگاریتم طبیعی میانگین متحرک ساده در طول 1 که منبع آن بسته شدن قیمت است.
یک خط قیمت مخفی که متشکل از لگاریتم طبیعی میانگین متحرک ساده در طول 1 و منبع آن میانگین بالاترین و پایین ترین قیمت است
یک فضای ابری مابین خط پیشرو و خط سیگنال که که با "نمایش روند حرکت قیمت" مشخص شده و در رنگ های سبز و قرمز قابل مشاهده میباشد.
آموزش گرفتن سیگنال ازاندیکاتور نمایش روند قیمت :
حرکت خط سیگنال و شکستن خط پیشرو رو به بالا که تشکیل ابر سبز رنگ میدهد یک سیگنال خرید میباشد .
حرکت خط سیگنال و شکستن خط پیشرو رو به پایین که تشکیل ابر قرمز رنگ میدهد یک سیگنال فروش میباشد .
حرکت خط قیمت و شکستن ابر روند حرکت قیمت رو به بالا سیگنال خرید میباشد
حرکت خط قیمت و شکستن ابر روند حرکت قیمت رو به پایین سیگنال فروش میباشد.
Indicator: SMA/EMA (Multi timeframes)This moving average indicator will plot the SMA or EMA sourced from a different timeframe on the current chart.
Applications:
Say you are viewing an hourly chart but you also want to know the ema20 sourced from a higher timeframe (i.e daily) of the same security. The problem with using most built-in indicators is that the MA values are usually calculated from the current chart, so to do that, you will have to toggle between 1h/1D. This script will eliminate this hassle by plotting out the desired alternative timeframe on the same chart.
Dynamic settings
By default the alternative timeframe is 1D, but this can be customized further:
- 1 week chart -> plots out 1 month MA
- 1 day chart -> plots out 1 week MA
- 1 hour chart -> plots out 1 day MA
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:
4 SMAs & Inside Bar (Colored)SMAs and Inside Bar strategy is very common as far as Technical analysis is concern. This script is a combination of 10-20-50-200 SMA and Inside Bar Candle Identification.
SMA Crossover:
4 SMAs (10, 20, 50 & 200) are combined here in one single indicator.
Crossover signal for Buy as "B" will be shown in the chart if SMA 10 is above 20 & 50 and SMA 20 is above 50.
Crossover signal for Sell as "S" will be shown in the chart if SMA 10 is below 20 & 50 and SMA 20 is below 50.
Inside Bar Identification:
This is to simply identify if there is a inside bar candle. The logic is very simple - High of the previous candle should be higher than current candle and low of the previous candle should be lower than the current candle.
If the previous candle is red, the following candle would be Yellow - which may give some bullish view in most of the cases but not always
If the previous candle is green, the following candle would be Black - which may give some bearish view in most of the cases but not always
Be Cautious when you see alternate yellow and black candle, it may give move on the both side
Please comment if you have any interesting ideas to improve this indicator.
Moving Average Band - Taylor V1A Very Simple Strategy From Moving Average
- Price Breakout Upper Band = Long
- Price Breakout Lower Band = Short
Moving Average Type = Able to Change RMA, EMA, SMA, WMA
Moving Average Period = Able to Change
Upper Band & Lower Band Gap = Able to Change
With Stop Lose & Take Profit = Able to Change
Bagheri IG Ether v2In this version, the winning ratio has been decreased, but the Risk to Reward Ratio (RRR) has been set to be better than the previous version.
This is a technical trading strategy for Ethereum ( BINANCE:ETHUSDT ). We built and developed it on MetaEditor and optimized it with MetaTrader optimizer.
The main indicators are Donchian Channel, Oscillator of ROC , Bears Power, Balance of Power , and Simple Moving Average ( SMA ). Default values in the input panel are the best combination of these indicators, but you can change any of them and try it for better results.
Please notice that this strategy has been optimized on the 1-minute chart of Ethereum .
For each position, you can see the Take Profit (TP) and Stop Loss (SL) levels. Also, you can find the values of mentioned TP and SL in points from the input panel of the script.
Attention: The price of Ethereum has 2 decimal places.
Therefore, 3000 points for TP means 30 USDT for trading 1 BINANCE:ETHUSDT .
DMA Thrust Count NotificationCount thrust after price cross 3x3 DMA
This use 3 SMA with 3 offset line to check with price and count thrust.
Thrust will be resetted every cross
Delayed-VelocityThis indicator shows the delayed velocity and it's moving average (delayed further) of the price pattern
Golden/Death Cross PredictionScript which calculates/predicts future golden/death cross times assuming the prices remains at configured level (-50% to +50% relative to current price)
Up/Down Indicator - DurbtradeA simple but unique indicator to show ONLY whether there is an increase or a decrease in price compared to the previous value.
Also includes a customizable SMA or EMA based "Smoothing Length" variable,
allowing the indicator to show whether the SMA or the EMA of the price
is up or down compared to the previous value.
An offset option is also included if you need it.
Settings :
Personal thoughts :
I wanted to have an indicator that showed ONLY whether the price is UP or DOWN from the previous value.
My logic was that I could have a more accurate perception of general up or down trend direction
if I removed the AMOUNT of increase or decrease happening from moment to moment over time.
From there, I added the SMA/EMA "Smoothing Length" and "Smoothing Type" variables into the script.
By increasing the value of the smoothing length above 1,
the indicator act as a color-changing moving average, except without showing an actual value.
"Smooth Length" acts just like the length of any other moving average...
When the value of the "Smooth Length" is = 1, the indicator shows whether PRICE is up or down.
When the value of the "Smooth Length" is = 50, the indicator shows whether the MOVING AVERAGE with a length of 50 is up or down.
When the value of the "Smooth Type" is = 1, the indicator is SMA based.
When the value of the "Smooth Type" is = 2, the indicator is EMA based.
As you can see in the main chart above, or in the picture below, I show the indicator in 2 different ways...
The indicator on the top shows price up/down action,
and the indicator on the bottom shows the 50 SMA up/down action :
Other key points :
The indicator height can be smashed down as small as possible and still remain 100% functional...
which is very important when chart real-estate is limited.
Here is an example of my main layout setup, with the Up/Down indicator on the top left :
As you can see, it takes up very little space, but still remains fully functional.
In the example above, I have it overlayed on the left chart price panel,
with the price visibility turned off.
If it is overlayed on the price panel like so, and you want to see both the indicator and price,
simply turn the price visibility on to see both.
Since the indicator displays itself merely by changing the color of the background,
layer order has no effect, and the indicator is always drawn in the background.
The Up/Down indicator can also be used in conjunction with other candle types
that sometimes display candle color differently than standard candles, such as heikin-ashi candles.
Just take note that the colors of the indicator may not match the colors of the heikin-ashi candles.
Finally, I looked very hard to find an indicator like this on TradingView, and found absolutely nothing.
I know that it is a simple concept, but I'm honestly surprised I couldn't find anything like it.
I have been using it for awhile now, and I'm proud of the results...
therefore, I'd like to share it with the community, along with my previously published indicators,
in the hope that you find it useful!
Outro :
A) As with my previous indicators,
this one was written while keeping information, color, clarity, chart real-estate, and customization in mind.
B) It is optimized to be displayed on all display setups...
for use on your own personal television, laptop, or cellular phone screen...
and on all chart zoom levels and layout styles.
C) Please feel free to comment your thoughts, critiques, or suggestions. They are all very helpful!
D) Check out my previous pine script indicators if you like this one. They work really well together.
E) I hope that you find this script useful.
F) Enjoy!
// Durbtrade
[FN] Strategy - Store Level on ConditionThis is a function that you can use in strategies. Not a strategy in and of itself.
Example thumbnail is showing the function applied to a strategy.
Oftentimes, I am asked a question regarding how to hold a variable at a specific, constant level over a conditional period of time. This question is always asked in a very long convoluted way like "I want the strategy to know what the high of the last pivot was while I'm in a long." or some other variation of wanting a script to remember something from prior bars.
This function is designed to store a price or some numeric level on the bar that your conditional (bool) statements determine that it should be stored. In this construct, you would set conditional statement(s) to flip the 'hold condition' to be true on the next bar, then hold that value until either the "hold condition" is no longer true or the initial conditions trigger again, causing an update to the level that you want to capture.
You still have to come up with the logic for the start condition and hold condition on your own, but I've provided an example that should give you an idea of how to accomplish this and customize/deploy the function for your purposes.
The function will return 'na' when neither the start condition nor hold condition are true. There's multiple ways to implement this and variations on how the level is chosen. I've written extensive notes in the script to guide you through the logic behind the function. My hope is that it will be useful to those trying to build strategies or anyone attempting to get their script to remember a level under given conditions.
In the thumbnail example, the take profit level is defined at the beginning of the trade and held until the take profit order executes. The order execution is a separate matter. However, storing the take-profit level at a static value is key to telling the strategy.exit() function what price to execute a limit exit order at.
Example: strategy.exit("Exit Long", from_entry = "long", qty_percent = 100, limit = stored_value)
Let me know how it works out for you and if I can be of any assistance.
Note: Strategy results are mainly derived from the fact that the strategy is long-only, the NQ only goes up, and there is no stop loss in place. So don't ask for the specific strategy, because unless you're trading a single contract with a $500,000 account, you'll probably get liquidated using this strategy as it is presented.
[KL] Double Bollinger Bands Strategy (for Crypto/FOREX)This strategy uses a setup consisting of two Bollinger Bands based on the 20 period 20-SMA +/-
(a) upper/lower bands of two standard deviations apart, and
(b) upper/lower bands of one standard deviation apart.
We consider price at +/- one standard deviation apart from 20-SMA as the "Neutral Zone".
If price closes above Neutral Zone after a period of consolidation, then it's an opportunity for entry. Strategy will long, anticipating for breakout.
The illustration below shows price closing above the Neutral Zone after a period of consolidation.
a.c-dn.net
Position is exited when prices closes at Neutral Zone (being lower than prior bars)
Rate of Change StrategyThis strategy calculates the rate of change over time to determine buy/sell points. This strategy is best run with 1 hour candles .
Configurable values:
SMA Fast (days)
SMA Slow (days)
SMA Reference (days)
ROC Low (%)
ROC High (%)
Order Stake (%)
Look back Candles
OBV + Simple Moving AverageThird time is a charm. On Balance Volume with simple moving average. Hopefully we don't get this kicked back to us.
SMA Offset StrategyThis strategy uses simple moving averages and some math to determine buy/sell points. We keep a SMA 100 day line as our basis for our offset. If the close price is below the line, we choose our open position based on how low below the line it is goes, this value (Low Offset) is a percentage and can be configured by the user. Same for closing your position, when the close is above our SMA 100 line, we determine how high above the line before selling. If we try to sell too early (while the price is still rising), the trailing stop loss will kick in. Backtested with Bitcoin and Ethereum.
Configurable variables:
SMA Fast (default is 14 days)
SMA Slow (default is 100)
SMA Reference (default is 30)
Low Offset % (default is 0.001)
High Offset % (default is 0.0164)
Order Stake % (default is 0.96)
Trailing stop loss % (default is 1.35)
Bagheri IG EtherThis is a technical trading strategy for Ethereum ( BINANCE:ETHUSDT ). We built and developed it on MetaEditor and optimized it with MetaTrader optimizer.
The main indicators are Donchian Channel, Oscillator of ROC, Bears Power, Balance of Power, and Simple Moving Average (SMA). Default values in the input panel are the best combination of these indicators, but you can change any of them and try it for better results.
Please notice that this strategy has been optimized on the 1-minute chart of Ethereum.
For each position, you can see the Take Profit (TP) and Stop Loss (SL) levels. Also, you can find the values of mentioned TP and SL in points from the input panel of the script.
Attention: The price of Ethereum has 2 decimal places.
Therefore, 3000 points for TP means 30 USDT for trading 1 BINANCE:ETHUSDT .
Crypto swing correlation RSI and SMAThis is a crypto swing strategy, designed for long term periods and correlated pairs with crypto market total(or other coins used as correlation, however I recommend total of crypto or btc)
Its components are:
RSI with a very length
Correlation candles
SMA 9
Rules for entry:
For long : RSI is above 51 level and going higher and close of the candle is above the SMA
For short :RSI is below 49 and going lower and close of the candle is below the SMA
Rules for exit:
We exit when we encountered an opposite condition than the entry one, or based on take profit/stop loss levels.
If you have any questions let me know !
Cross Average PriceSimple script that allows you to view crossings and averages 14/50/100/200 in a simple and intuitive way.
With this script you can keep an eye on trends visually.
Green Point = 14 crosses 50
Yellow Point = 14 crosses 100
Red Point = 14 crosses 200
Horizontal Line At Daily Moving AveragesThis script allows you to see the major daily moving average levels on a smaller time frame.
One challenge with day trading is, when trading on a smaller time frame, you are not paying as much attention to the daily price levels. One solution might be to select a chart layout on Tradingview which allows you to see both the daily and a smaller time frame at the same time. However, this approach takes up valuable screen space. All you are really looking for is the significant daily price level and the price action near that level. This script allows you to merge the 2 goals on 1 chart. You have the smaller time frame open to monitor detailed price action and horizontal lines at the major moving average levels.
Red: 9 EMA
Navy: 20 MA
Green: 50 MA
Blue: 100 MA
Purple: 200 MA
