Zero Phase Filtering [Repaint] - ExperimentalImportant !
The indicator is for experimental purpose only, it must not be used as a decisional tool but only as a visual one (like Zig-Zag, Fractal etc). The information this indicator display is uncertain and subject to drastic changes over time. If you have further question feel free to pm me.
Introduction
Most of the filters you will find are causal, this mean that they depend on present and past input values, this explain the lag they produce. Non causal filters however will use future input values. A well know way to get a zero-phase filter is by using the forward backward method, but this is not possible in pinescript as i recall. So we have to use some kind of function that will display future values, this is possible using the security function in version 2 or the one in version 3 using barmerge.lookahead_on .
The Use Of A Repainting Indicator
Its always better to filter data in order to have a clearer view of what is happening, this can be useful when doing some forecasting or doing less formal kind of analysis. However since it repaint you cant use it as a signal provider or use signals of other indicators using this filter as source.
For example if you want to forecast a smooth indicator, the forecast of this indicator under normal circumstances could still have lag associated with it, so you would have to react before your forecast, this wont happen if you apply this filter as your indicator source.
The Filter
We smooth with a simple moving average the price provided by the security function twice, length control the smoothing level. Since security depend on the time frame you are in you must select your time frame in the indicator parameter selection window.
Filtering using 45 minutes time frame close price in a 5 minutes chart, we fix this by selecting our time frame.
Consider the fact that the input of the indicator is just periodic price, so sometimes the lag can sometimes be less or more than 0 and the estimation not centered.
The indicator can work on time frames up to 1h, after that the filter have some lag, i tried fixing this and i ended up having data errors.
Applying our filter as source for the rsi oscillator.
Conclusion
It is possible to have a kind of zero-phase filters, but it would be better if pinescript could support backward indexing thus making us able to do forward backward filtering.
Since noise can affect our analysis, applying smoothing without having to use offset in plot can be considered useful.
在脚本中搜索"沪深主板45度上升的股票"
12 Exponential Moving AveragesThe Guppy Multiple Moving Average (GMMA). The short-term MAs are typically set at 3, 5, 8, 10, 12, and 15 periods. The longer-term MAs are typically set at 30, 35, 40, 45, 50, and 60.
12 Exponential Moving Averages Guppy The Guppy Multiple Moving Average (GMMA). The short-term MAs are typically set at 3, 5, 8, 10, 12, and 15 periods. The longer-term MAs are typically set at 30, 35, 40, 45, 50, and 60.
APEX - WaveTrend [v1]WaveTrend is a smoothed oscillator which enables it to detect true reversals in an extremely accurate manner. The beauty of this indicator is that does not generate signals during choppy sideways markets.
The basic settings are 10 / 3 / 4 these are very aggressive settings, that will generate a lot of signals in all even not so volatile markets. If you need high-quality signals you settings close to 10 / 3 /21. The strongest buy/sell signals are given when the cross occurs above or below the threshold. In the 10 / 3 / 4 you threshold for buy should be around -90 values. If you use the very smoothed variant the threshold will be around -45 to -50 values.
This indicator will be first available in APEX v1 currently being beta tested.
Divergences for many indicators v2.0A gift from me to all.
This script is developed to find Divergences for many indicators. it analyses divergences and then draws line on the graph. red for negatif, lime for positive divergences.
Currently script checks divergence for RSI, MACD, MACD Histogram, Stochastic, CCI, Momentum, OBV, Diosc, VWMACD and CMF indicators. You can use some or all of these indicators to check divergences as you wish by choosing them on the menu. Also you can add/remove many other indicators to the script to check if there is divergence.
The script first calculates tops/bottoms by using higher time frame zig zag and then finds divergences.
Higher Time Frames are
if currend period 1 min => HTF = 5 mins
if currend period 3 mins => HTF = 15 mins
if currend period 5 mins => HTF = 15 mins
if currend period 15 mins => HTF = 1 hour
if currend period 30 mins => HTF = 1 hour
if currend period 45 mins => HTF = 1 hour
if currend period 1 hour => HTF = 4 hours
if currend period 2 hours => HTF = 4 hours
if currend period 3 hours => HTF = 4 hours
if currend period 4 hours => HTF = 1 day
if currend period 1 day => HTF = 1 week
if currend period 1 week => HTF = 1 week
future plan : script finds regular divergences, soon I will add hidden divergences and also I plan to add alert ;)
QEMA - 8 Exponential Moving Averages (20 - 55) / MadianQEMA - 8 Exponential Moving Averages (20, 25, 30, 35, 40, 45, 50, 55)
This QEMA act as support and resistance .
Derivative OscillatorThis indicator was originally developed by Constance (Connie) M. Brown (Journal of Technical Analysis (Winter-Spring 1994, 45-61): "Derivative Oscillator: A New Approach to an Old Problem").
TRI MA DominoBlue lines are first group (3,5,8,13,21) SMA and red lines are second group (35,40,45,50,55) SMA. When blue lines cross above red lines that signals bull market and vice versa. More lines we have above or bellow (creating domino effect) the stronger the signal for bull/bear.
This indicator should be used to determine where are we currently in the market and should we expect trend change/transition or continuation.
It should not be used as sole indicator for taking trades but as a tool to help you with TA and your trading plan.
Good hunting ;)
RSI / Stoch / SRSI / MFI / Aroon Overlay [SigmaDraconis]Combines 4 popular indicators (RSI, Stoch, SRSI, MFI) and 1 peculiar one (Aroon) in 1 for those who want to save indicators but not only.
This is an evolution of my (simpler) "RSI / Stoch / Stoch RSI (SRSI) Overlay " that you can find on my scripts.
Added bands for oversold/overbought areas (70/30 common for RSI and 80/20 for SRSI and MFI), as well as a middle 50 horizontal line.
Neutral bands around 55-45 added as well that can be hidden for less clutter. I also recommend a more transparent coloring for these since Pine script doesn't allow default transparency for horizontal lines.
By default only RSI and Stoch are activated, you can activate Aroon, MFI and SRSI on the inputs window.
Some extra notes:
* RSI, Stoch and MFI can help to strengthen one's decision as well as Aroon to predict a possible trend reversal, SRSI can show when RSI has high probability of being topped or bottomed when oversold/overbought but don't forget to look at volume and how the trend progresses that can keep SRSI above 80 or below 20 while RSI and price continues to trend, divergences are most helpful here to find possible reversal areas.
* This chart depicts some interesting divergences, as well as Stoch tops and bottoms and confluences between RSI/MFI and Stoch on some over-extended tops and bottoms that shown being good reversal zones.
RSI resistances are shown as well, failing to break above 60 or the neutral zone (this is a bearish BTC trend chart after all) or failing to gain support to break up certain levels (RSI notes a more bullish trend when consistently above 60 and more bearish below 40).
If you like it and use it to profit, please tip me below :)
Tip jars:
BTC: 15nMBiEGVrdGcu9C1h6QRcTNRvugHkqrMQ
ETH: 0xC33845946c48B61fBCbEA0367ec2238CaF2b73bc
BTS: sigma-draconis
Chop and explodeThe purpose of this script is to decipher chop zones from runs/movement/explosion
The chop is RSI movement between 40 and 60
tight chop is RSI movement between 45 and 55. There should be an explosion after RSI breaks through 60 (long) or 40 (short). Tight chop bars are colored black, a series of black bars is tight consolidation and should explode imminently. The longer the chop the longer the explosion will go for. tighter the better.
Loose chop (whip saw/yellow bars) will range between 40 and 60.
the move begins with blue bars for long and purple bars for short.
Couple it with your trading system to help stay out of chop and enter when there is movement. Use with "Simple Trender."
Best of luck in all you do. Get money.
AlexInc's Bar v1.2Публикую новую версию моего скрипта для BTCUSD . Работает для таймфреймов 45 мин, 1 ч, 2 ч. Отличается от предыдущей, что для сигнала BarColor используются только значимые свечи, т.е. те, у которых длина больше условного значения. Считаю, это сделает стратегию более гладкой.
Now I publish new version of my BTCUSD strategy script. It works for 45m, 1h, 2h timeframes. It differs from previous by way of ckeching BarColor signal. Now strategy uses only meanful bars. That means that their height must be greater than some evaluated value. I think this change will make strategy more smooth.
My Ichimoku indicator & Strategyhello I'm a beginner in trading, but I try to learn how to code strategies.
I recoded the Ichimoku indicator, and created my personnal strategy based on it.
The backtesting is done from 1/1/2017 to today in 45 min Time Unit for candles, with a 1 000 € equity.
The trades are all Long Entries and Exits with no pyramiding, no short trades at all.
/!\ Exchanges commission fees are not calculated and can in reality easily divide by 2 the total profit (am I right guys?) /!\
A buy signal is triggered upon these conditions:
- close is above the Kuma (cloud)
AND
- close crosses over Kijunsen AND Kijunsen is not flat (calculated with rising and falling with input "Kijunsen Lag")
OR
- Close crosses over ChikouSpan AND there was a sell signal in the last 8 candles
Sell signal is the same but reversed.
I appreciate your feedback ! Maybe I will update this later if I get better results.
XPloRR MA-Buy ATR-Trailing-Stop Long Term Strategy Beating B&HXPloRR MA-Buy ATR-MA-Trailing-Stop Strategy
Long term MA Trailing Stop strategy to beat Buy&Hold strategy
None of the strategies that I tested can beat the long term Buy&Hold strategy. That's the reason why I wrote this strategy.
Purpose: beat Buy&Hold strategy with around 10 trades. 100% capitalize sold trade into new trade.
My buy strategy is triggered by the EMA(blue) crossing over the SMA curve(orange).
My sell strategy is triggered by another EMA(lime) of the close value crossing the trailing stop(green) value.
The trailing stop value(green) is set to a multiple of the ATR(15) value.
ATR(15) is the SMA(15) value of the difference between high and low values.
Every stock has it's own "DNA", so first thing to do is find the right parameters to get the best strategy values voor EMA, SMA and Trailing Stop.
Then keep using these parameter for future buy/sell signals only for that particular stock.
Do the same for other stocks.
Here are the parameters:
Exponential MA: buy trigger when crossing over the SMA value (use values between 11-50)
Simple MA: buy trigger when EMA crosses over the SMA value (use values between 20 and 200)
Stop EMA: sell trigger when Stop EMA of close value crosses under the trailing stop value (use values between 8 and 16)
Trailing Stop #ATR: defines the trailing stop value as a multiple of the ATR(15) value
Example parameters for different stocks (Start capital: 1000, Order=100% of equity, Period 1/1/2005 to now):
BAR(Barco): EMA=11, SMA=82, StopEMA=12, Stop#ATR=9
Buy&HoldProfit: 45.82%, NetProfit: 294.7%, #Trades:8, %Profit:62.5%, ProfitFactor: 12.539
AAPL(Apple): EMA=12, SMA=45, StopEMA=12, Stop#ATR=6
Buy&HoldProfit: 2925.86%, NetProfit: 4035.92%, #Trades:10, %Profit:60%, ProfitFactor: 6.36
BEKB(Bekaert): EMA=12, SMA=42, StopEMA=12, Stop#ATR=7
Buy&HoldProfit: 81.11%, NetProfit: 521.37%, #Trades:10, %Profit:60%, ProfitFactor: 2.617
SOLB(Solvay): EMA=12, SMA=63, StopEMA=11, Stop#ATR=8
Buy&HoldProfit: 43.61%, NetProfit: 151.4%, #Trades:8, %Profit:75%, ProfitFactor: 3.794
PHIA(Philips): EMA=11, SMA=80, StopEMA=8, Stop#ATR=10
Buy&HoldProfit: 56.79%, NetProfit: 198.46%, #Trades:6, %Profit:83.33%, ProfitFactor: 23.07
I am very curious to see the parameters for your stocks and please make suggestions to improve this strategy.
Reversal Candlestick Pattern With Trend IndentifierThis script help to identified popular candlestick pattern combined with trend identifier.
Most script only focus on criteria of the pattern. Such as how much the length of the body compared to previous candle etc.
Besides criteria of the candle, this script also considered the trend into the logic.
For example bullish engulfing is a bullish reversal signal, which is only valid in a down trend.
To identified trend, I'm using RSI. Normally, RSI less than 50 is considered a down trend, and RSI greater than 50 is considered up trend. In this script, you can customize the criteria of how much RSI is up trend and down trend.
Default value RSI >= 55 is up trend, RSI <= 45 is down trend.
Your feedback and suggestion is welcome.
Supported pattern:
White Marubozu (wm)
Black Marubozu (bm)
Hammer (h)
Hanging Man (hm)
Inverted Hammer (ih)
Shooting Star (ss)
Bullish Engulfing (e)
Bearish Engulfing (e)
Tweezer Bottom (tb)
Tweezer Top (tt)
Three White Soldiers (tws)
Three Black Crows (tbc)
Morning Star (ms)
Evening Star (es)
Three Inside Up (tiu)
Three Inside Down (tid)
Reference:
babypips.com
Guppy EMA scriptGuppy method of EMA 3, 5, 8, 10, 12, 30, 35, 40, 45, 50.
I add on EMA 68 and 200.
Originally written by Omega.
This script is edited by Boon (me)
Gann ProgressionsThis is my attempt at progressions along the Gann wheel. Theoretically this script advances a numeral 45 degrees along the square of nine. The degree chosen (negative for bearish projections) can of course be customized and further subdivided as per your needs, but there is a slight flaw in the calculations that I am asking the community to take a look at, hopefully you all can give me a hand here. While the majority of the figures are correct, there seems to be some very slight discrepancies in the prices projected. If you are a Gann user, then you know how accurate they can be and as such, the discrepancies are not tolerable. Take a peek and let me know what you see that I am missing. Hope this script becomes helpful for all users.
Bollinger + RSI, Double Strategy (by ChartArt)Bollinger Bands + RSI, Double Strategy
This strategy uses a slower RSI with period 16 to sell when the RSI increases over the value of 55 (or to buy when the value falls below 45), with the classic Bollinger Bands strategy to sell when the price is above the upper Bollinger Band and falls below it (and to buy when the price is below the lower band and rises above it). This strategy only triggers when both the RSI and the Bollinger Bands indicators are at the same time in the described overbought or oversold condition. In addition there are color alerts which can be deactivated.
This basic strategy is based upon the "RSI Strategy" and "Bollinger Bands Strategy" which were created by Tradingview and uses no money management like a trailing stop loss and no scalping methods. Every win/loss trade is simply counted from the last overbought/oversold condition to the next one.
This strategy does not use close prices from higher-time frame and should not repaint after the current candle has closed. It might repaint like every Tradingview indicator while the current candle hasn't closed.
All trading involves high risk; past performance is not necessarily indicative of future results. Hypothetical or simulated performance results have certain inherent limitations. Unlike an actual performance record, simulated results do not represent actual trading. Also, since the trades have not actually been executed, the results may have under- or over-compensated for the impact, if any, of certain market factors, such as lack of liquidity. Simulated trading programs in general are also subject to the fact that they are designed with the benefit of hindsight. No representation is being made that any account will or is likely to achieve profits or losses similar to those shown.
GC Magic Overlay V2This script is based on Guppy method (www.guppytraders.com
) , it was introduced to me by fellow trader @nmike. I am using this script in conjunction to Clones ,Harmonic and other tools.
Script Function:
a. Script plots the fast and slow Exponential moving averages as ribbons.
EMA's used
EMA (close): 25,30,35,40,45,50,55 (Green)
EMA (close): 89,99,109,119,129,139,149 (Red)
b. It draws the Circle dots in Pink for Sell and Black for Buy.
Script Parameters:
a. EMA : 2 emas for cross
b. Signal Exponential moving average
c. which time frame to Plot the above Signal Exponential
d. Show Guppy Slow - Red - Toggle to show red emas on chart
e. Show Guppy Fast - Green- Toggle to show green emas on chart
How to Trade:
a. Wait for the Pink/Black Dot to appear on Chart
b. Do not take trade immediately after the dot appears. Wait for the price to retrace back and touch the ema ribbons.This will keep you away from fake breakouts.
c. Rentries : in examples below
Examples:
MACD, backtest 2015+ only, cut in half and doubledThis is only a slight modification to the existing "MACD Strategy" strategy plugin!
found the default MACD strategy to be lacking, although impressive for its simplicity. I added "year>2014" to the IF buy/sell conditions so it will only backtest from 2015 and beyond ** .
I also had a problem with the standard MACD trading late, per se. To that end I modified the inputs for fast/slow/signal to double. Example: my defaults are 10, 21, 10 so I put 20, 42, 20 in. This has the effect of making a 30min interval the same as 1 hour at 10,21,10. So if you want to backtest at 4hr, you would set your time interval to 2hr on the main chart. This is a handy way to make shorter time periods more useful even regardless of strategy/testing, since you can view 15min with alot less noise but a better response.
Used on BTCCNY OKcoin, with the chart set at 45 min (so really 90min in the strategy) this gave me a percent profitable of 42% and a profit factor of 1.998 on 189 trades.
Personally, I like to set the length/signals to 30,63,30. Meaning you need to triple the time, it allows for much better use of shorter time periods and the backtests are remarkably profitable. (i.e. 15min chart view = 45min on script, 30min= 1.5hr on script)
** If you want more specific time periods you need to try plugging in different bar values: replace "year" with "n" and "2014" with "5500". The bars are based on unix time I believe so you will need to play around with the number for n, with n being the numbers of bars.
