Swing VWAP Crypto and Stocks StrategyThis is a strategy designed for swing trading on markets such as crypto and stocks.
Its components are:
VWAP
Time Management
Risk management
Rules for entry:
We entry only on Monday, if our close of the candle crossed above VWAP
Rules for exit
We exit always on Sunday or if we either hit the TP/SL levels.
If you have any questions let me know
Trend Analysis
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
Low-High-Trend StrategyWhen asked what the key to successful investing was, Warren Buffet famously said “buy low, sell high.” Was he onto something? Today I am sharing with the community a simple “buy low, sell high” strategy with an optional trend filter and take-profit target. I’ve found that this strategy works well in a variety of markets but has a higher tendency to out-perform buy & hold in markets that are ranging sideways.
How it works:
The strategy tracks the highest and lowest price over the last X number of bars (you select the look-back period). The highest price line is plotted in green and the lowest price line is potted in red. If the price crosses over the lowest price in the last X number of bars, then a buy signal is generated. Exit options include a take-profit % or selling when the price crosses over the highest price in the last X amount of bars. I.e. “Buy low, sell high.” An EMA is also plotted as a blue trend line, and there is an option to only trade if the price is above the EMA trend line.
Disclaimer: Open source scripts I publish in the community are largely meant to spark ideas that can be used as building blocks for part of a more robust trade management strategy. Even though this example script beats buy and hold over the back-test time-frame, I wouldn't advise using it as a stand-alone strategy without significant additions/modifications to the strategy and risk management functions. In this example the script is being used as a medium-term strategy with just 10% leverage over account equity, a $25k start balance, and back-testing 10+ years. Modifiable slippage and commissions are included in the model.
Green line = Highest price in the look-back period
Red line = Lowest price in the look-back period
Blue line = EMA Trend
Sideways Strategy DMI + Bollinger Bands (by Coinrule)Markets don’t always trade in a clear direction. At a closer look, most of the time, they move sideways. Relying on trend-following strategies all the time can thus lead to repeated false signals in such conditions.
However, before you can safely trade sideways, you have to identify the most suitable market conditions.
The main features of such strategies are:
Short-term trades, with quick entries and quick exits
Slightly contrarian and mean-reversionary
Require some indicator that tells you it’s a sideways market
This Sideways DMI + Bollinger Bands strategy incorporates such features to bring you a profitable alternative when the regular trend-following systems stop working.
ENTRY
1. The trading system requires confirmation for a sideways market from the Directional Movement Index (DMI) before you can start opening any trades. For this purpose, the strategy uses the absolute difference between positive and negative DMI, which must be lower than 20.
2. To pick the right moment to buy, the strategy looks at the Bollinger Bands (BB). It enters the trade when the price crosses over the lower BB.
EXIT
The strategy then exits when the move has been exhausted. Generally, in sideways markets, the price should revert lower. The position is closed when the price crosses back down below the upper BB.
The best time frame for this strategy based on our backtest is the 1-hr. Shorter timeframes can also work well on certain coins that are more volatile and trade sideways more often. However, as expected, these exhibit larger volatility in their returns. In general, this approach suits medium timeframes. A trading fee of 0.1% is taken into account. The fee is aligned to the base fee applied on Binance, which is the largest cryptocurrency exchange.
You can execute this strategy on your favourite exchange at coinrule.com.
Percentage Change strategy w/BG colorThe Percentage Change Method has historically been very effectively used by analysts on very long time horizons and very extreme percentage changes, for example a -6% or more drop in any index doesn't happen very often but it has very large implications and that much selling pressure typically leads to more selling at least for a while as a consequence of it. Similarly this can be applied to shorter time horizons. This indicator is ideal for 1min, 3min and 5min time horizons. Where I found it to be particularly helpful and one of the reasons I created it is for the market opening. If you trade the Mini Nasdaq for example and put it on a 1min setting then you can catch the changes that often happen in the first hour pretty well.
GMH : ATH 200d All-Time High Strategy for Tech Stock
In a bull market where valuation is completely neglected. For risk protect we choose a trade set up with stock that is going its break all time high.
Given All-Time High days as input parameter for strategy.
And stoploss by ema crossunder.
Should give decent profit factor for bull run.
LPB MicroCycles StrategyWhat it is:
We use the Hodrick-Prescott filter applied to the closing price, and then take the outputted trendline and apply a custom vwap, the time frame of which is based on user input, not the default 1 day vwap . Then we go long if the value 2 bars ago is greater then one bar ago. We sell and color the bars and lines when the if the value of 2 bars ago is less than one bar ago.
Also included:
GUI for backtesting
ATR Based Stop Loss
How to use:
Go long when the indicators suggest it, and use the stop losses to reduce risk.
Best if paired with a volatility measurement (inside candles, average true range , bollingerband%B)
Up/Down Strategy - ContrarianThis is a consecutive bar up/down strategy for going long when the short condition is met or going short when the long condition is met. This is known in trading as taking contrarian signals and is helpful when an asset can provide only losses with a given strategy. In theory taking the opposing trade should produce a profit. With this strategy you can specify how many bars down to enter long and how many bars up to enter short. It also has code to check and make sure the condition is still true when launching the official alert, which helps back testing and live results line up, however be sure to enter commission and slippage into the properties to accurately reflect profits. I added back testing date ranges to this so you can easily pull up and see back tested results for a certain date range. I also added a buy and sell messages, close messages and take profit/stop loss message fields in the properties so you can launch alerts that will work with automated trading services. Simply enter your messages into those fields in the properties and then when you create an alert enter {{strategy.order.alert_message}} into the alert body and it will dynamically pull in your buy and sell messages when it fires alerts. I also added time restriction so you can enter trades only during the time frame specified. You can change it to any time frame, such at 0930-1600. Set the time restriction field to empty by default since otherwise the strategy won't take all trades like normal. So to enable time restriction enter a time frame in the format 0000-0000. I also added the ability to check off a box that will close the open trade at the end of the time restriction. So if you set the time frame to 0930-1600 and check off to enable close trade at end of time frame then it will look to exit the trade at the close of the next bar.
Moon Phases Strategy [LuxAlgo]Trading moon phases has become quite popular among traders, believing that there exists a relationship between moon phases and market movements. This strategy is based on an estimate of moon phases with the possibility to use different methods to determine long/short positions based on moon phases.
Note that we assume moon phases are perfectly periodic with a cycle of 29.530588853 days (which is not realistically the case), as such there exists a difference between the detected moon phases by the strategy and the ones you would see. This difference becomes less important when using higher timeframes.
Settings
New Moon Reference Date: Date of a new moon to be used as starting point for the cycle calculation. Buy: Determine the condition to be used to open a long position Sell: Determine the condition to be used to open a short position
Description
The strategy can use different buy/sell conditions, these are determined in the Buy/Sell settings drop-down menu.
By default, the strategy goes long on a new moon and short on a full moon. This setup is common since full moons are said to be related to depressed mood. However, it is possible to use inverse conditions.
Users can also go long on higher moons (new moons or full moons occurring at a price that is higher than the previous one when a new/full moon occurred) and short on lower moons, this would return a trend following strategy, using the inverse conditions (buy lower moons/sell higher moons) would return a contrarian strategy.
The above chart displays the strategy using default conditions.
The above chart displays the strategy of going long on a higher moon and selling on a lower moon.
Quick Summary
We provide a quick summary of the strategy using default conditions (buy on a new moon, sell on a full moon) on various tickers using the 4h timeframe (note that using a lower timeframe would return a backtest executing a lower number of trades).
Constant position sizing is used and no frictional costs are considered.
BTCUSD
The moon phases strategy has been regularly tested with BTCUSD, with traders highlighting how moon phases tend to occur during tops/bottoms. We test the strategy from 2019-01-06 00:00.
Net Profit: $68544.86 Closed Trades : 67 % Profitability : 50.75 Max Drawdown : $18541.24 Max
TSLA
The strategy is tested from 2011-01-04 14:30
Net profit: $349.17 Closed Trades : 265 % Profitability : 54.34 Max Drawdown : $262.72
EURUSD
The strategy is tested from 2018-01-16 14:00.
Net profit: $-0.18 Closed Trades : 91 % Profitability : 50.55 Max Drawdown : 0.36
TradingGroundhog - Strategy & Wavetrend V2#-- Public Strategy - No Repaint - Fractals - Wavetrend --
Here I come with another script, a nice and simple strategy based on fractals and Wavetrends.
#-- Synopsis --
A simple idea, on a small time frame (15 min) we buy when the opening price goes below a Bottom fractals and sell when it goes over a Top fractals, but in order to avoid bad and evil downtrends, we use Wavetrends based on a Daily time frame. From it, Tops and Bottoms are extracted. If the opening price goes above Wavetrend Tops, no trades will be conducted during the day. If the price goes below Wavetrend bottoms, no trades will be executed from 1 to N days, until a new Wavetrend bottom is generated.
I developed the strategy using BTC /EUR 15 MIN BINANCE but it can be applied to many other cryptos, I don't know for forex or others. You can use it for long term and automated trading, I implemented the Wavetrend indicator to do so, or for short term if you have spot a long coming uptrend. Test it, look at its profit and long or short period on your crypto of choice.
#-- Graph reading --
And now, how to read it ?
Wavetrends:
Red Backgrounds are associated to No Trade periods. These periods occur when the price goes below a Wavetrend bottom or above a Wavetrend Top. They are here to limit the loss.
Blue Gradient lines represent the past Tops. For each bar, only the increasing values of the Wavetrend tops are acquired. Going from light to dark blue based on the age of the Tops. Thus, if on line goes from dark to light, this means the price is approaching a previous Wavetrend top. In the opposite, if it darken, thus the price say 'buy buy' and go dropping.
Yellow Gradient lines represent the past Bottoms. They are based on the same principe that the blue lines.
Fractals:
Yellow Flags occur when the opening price goes below a Bottom fractal , it means Buy.
White Flags appear when the opening price goes over a Top fractal , it means Sell.
#-- Parameters --
*** Parameters have been intensively optimized using 10 cryptocurrency markets in order to have potent efficiency for each of them. I would recommend to only change the Can Be touch parameter. For the others, I don't recommend any modifications. The idea behind the script is to be able to switch between markets without having to optimize parameters, less work, easy to target active crypto and therefor limit the risks. ***
Can be touch :
'Combined Smoothness' : The number of open individuals used by the Wavetrend. (6 or 9, often 9 is better but with less volatile crypto it will be 6)
'Filter fractals' : Activate or Disable the filtering fractal operation. If Enable, buy during less risky periods. (Disable is often better)
Can be touch but not necessary :
'VolumeMA' : The Volume corrector used by the fractals
'Extreme window' : The number of price individuals to look for if we want to remove extreme fractals.
Not to touch :
'Limit_candle to look on' : Number of candles to use to compute the Wavetrend Tops and Bottoms.
'Length top bottom drawn' : Size of the lines
'Long Sop Loss (%)' : The minimal difference of price between a Fractal bottom and the opening price to buy.
#-- Time frame --
Should be used with the following time frames depending on the necessity:
1 MIN
3 MIN (Interesting for short term profit, may need some parameter ajustements)
5 MIN
15 MIN (Preferred for long term profit, the script was developed on it)
#-- Last words --
The script can be set up to send Tradingview signals to 3comma just by adding comment = " " in strategy.close_all() and strategy.entry().
Good trades !
Disclaimer (As it should always be one to any script)
***
This script is intended for and only to be used for personal purposes only. No such information provided by it constitutes advice or a recommendation for any investment or trading strategy for any specific person. There is no guarantee presented or implied as to the accuracy of specific forecasts, projections, or predictive statements offered by the script. Users of the script agree that its original developer does not take responsibility for any of your investment decisions. Please seek professional advice before trading.
***
# Here are the results from the 1rst of July 2021 with 100% of equity on the BTC /EUR 15 Min and with a capital of 1 000 EUR.
# As I saw, it goes from +20% to more than +100% depending on the selected crypto. Sometimes it's negative but it's quite rare on crypto using the EUR.
Simple Ema_ATR Strategy HulkTradingSimple EMA strategy, based on ema55+ema21 and ATR(Average True Range) and it enters a deal from ema55 when the other entry conditions are met
Basically long and short conditions
If long:
1) close must be less than open (because we are searching for a pullback)
2) emaFast(21) must be bigger than emaSlow(55) - for a trend detection
3) Difference between emaFast and emaSlow must be greater than ATR(14) - for excluding flat
For short conditions are opposite
Stop levels and take profits, based on ATR multiplier.
You can change it in input field.
I recommended values between 1 and 4, not more.
This strategy was tested on pairs BTCUSDT and ETHUSDT and have a nice results.
Trend Strategy by zdmreThis Strategy is a trend following indicator. It is plotted on price and the current trend can be determined by its placement vis-a-vis price. It is constructed with just three parameters: Period, Multiplier and Entry/Exit Point with Superformula.
The default parameters are 14 for Average True Range (ATR) and 4 for its multiplier. The average true range (ATR) plays a key role in ‘Trend’ as the indicator uses ATR to compute its value and it signals the degree of price volatility. You should note that any changes to these numbers can affect the use of the Trend indicator.
While you using this indicator, you should not avoid putting your stop loss.
For a long position, you can put stop loss right at the red indicator line. For a short position, you can put it at the green indicator line. You can insert your own settings as well.
Using Trend Strategy along with a stop loss pattern is the best way for earning the best wealth in trading.
There is no best setting for any trading indicator.
Juicy TrendThis script is simple.
It uses EMA and HMA crosses to find entries and exits.
There is an option for sourcing Heikin Ashi based entries/exits.
There is an option for Stop Loss percentage.
It is made for finding Long entries on the 45min chart.
You can optimize the signals by adjusting the moving average lengths.
The default settings are for BTC/USDT 45min.
Suggestion, reduce the Stop Loss percentage for smaller / more volatile assets.
PowerX Strategy BacktestThis script implements the Power X trading strategy by Markus Heitkoetter and Rockwell Trading. The strategy is described in detail in "The PowerX Strategy: How to Trade Stocks and Options in Only 15 Minutes a Day" written by Markus Heitkoetter.
The Power X trading strategy uses RSI, Slow Stochastic and MACD indicators. When RSI and Slow Stochastic are both greater than 50 and MACD crosses up the signal line, it signals an up-trend. If RSI and slow stochastic are both less than 50 and MACD crosses down the signal line, it signals a down-trend. Other conditions signal no trend. There is an official version of this indicator available: PowerX Strategy Bar Coloring OFFICIAL VERSION.
This script opens a long entry with an up-trend momentum and a short entry with down-trend momentum. Trades are exited when profit target or stop loss is reached. Profit target and stop loss are calculated based on 7 days Average Daily Range (ADR). If the momentum is lost, a trade is exited the next day. The quantity of assets to buy/sell is calculated based on the stop loss to limit the risk to a user defined percentage of the initial capital.
There is another implementation of the Power X trading strategy available by therealhaolu: Power X Strategy Back-test. However, according to the comments this script seems to have some flaws.
Repaint Demonstration in Security Function Call using Higher TFMany Coders mistakenly use Security Function call on their backtest without knowing that the security function does look forward in the future and provide an unrealistic repainted result.
This Script's purpose is to give out a clear demonstration of how the security function does look forward in the data and should NOT be used by any means as a real trading strategy.
Please do NOT by any means use this strategy to trade!
Supertrend + Stoch StrategyA strategy using ema , supertrend and stochastic .
Long entry conditions:
1. EMA 25 > EMA 50 and EMA 100 > EMA 100.
2. Supertrend indicator is green.
3. Stochastic k line cross over d line.
Long stop: the lowest price of the last k<d interval.
Long take: 1.5 times of stop.
The short conditions are opposite.
This strategy performed well in 1D timeframe of lots of cryptocurrency pairs. If you want to use it on 4H timeframe, you might need to finetune the parameters. But it is not recommended to use it on smaller timeframe due to the commission.
A Multi Pair Signal Alarm Version is also provided.
Consecutive Weekly Up w/o dojiBased on the built-in Consecutive Up/Down strategy by TradingView . Long only
Auto Fib Golden Pocket Band - Strategy with Buy Signalsthis strategy is based on the Indicator "Auto Fib Golden Pocket Band - "Autofib Moving Average"
it's the same as the indicator but with:
- the strategy tester included
- several entry Signal filter
- Dynamic SL
Supertrend + Stoch Strategy Multi-pair Signal AlarmBITSTAMP:BTCUSD
An entry alarm on Supertrend Stoch Strategy . It can monitor 10 trading pairs in one alarm.
Use this script on any trading pair and deploy the alarm. The alert comment shows the pair name, direction, entry point, sl/tp, and percentage of your position you should cost.
I currently use it as a signal for my grid trading.
Rising ADX strategyI have always been a huge fan of ADX. Its good for finding out good trending moves.
But it has been said that only ADX after 20 or 25 is good for trending market, but few trend gets completed at that level.
So I have come up with a logic to find out the rising ADX. This could be used to determine the trending moves from the start.
Buy signal:
When close is greater than moving average 1 and 2. This moving average can be SMA, EMA, WMA or HMA.
When ADX is greater than the threshold range. I have taken 10 as my minimum range.
Of course important of all ADX should be rising which implies trend is about to start.
Buy exit:
When close is less than moving average 1 and 2. This moving average can be SMA, EMA, WMA or HMA.
When ADX is lesser than the threshold range. I have taken 10 as my minimum range.
ADX falling which implies trend is about to end.
Sell signal:
I don't repeat the above logic again.
Everything similar to buy signal except above moving average. For selling it should be below moving average.
Strategy can be tested for long and short sides.
Note: No Repainting as the logic is very simple.
Using this script we can identify the best timeframe the script trend yields profit.
Test and provide your comments.
Up/Down Short StrategyThis is a consecutive bar up/down strategy for going short only where you can specify how many bars down to enter and how many bars up to exit. It also has code to check and make sure the condition is still true when launching the official alert, which helps back testing and live results line up, however be sure to enter commission and slippage into the properties to accurately reflect profits. I added back testing date ranges to this so you can easily pull up and see back tested results for a certain date range. I also added a buy and sell messages, close messages and take profit/stop loss message fields in the properties so you can launch alerts that will work with automated trading services. Simply enter your messages into those fields in the properties and then when you create an alert enter {{strategy.order.alert_message}} into the alert body and it will dynamically pull in your buy and sell messages when it fires alerts. I also added time restriction so you can enter trades only during the time frame specified. You can change it to any time frame, such at 0930-1600. Set the time restriction field to empty by default since otherwise the strategy won't take all trades like normal. So to enable time restriction enter a time frame in the format 0000-0000. I also added the ability to check off a box that will close the open trade at the end of the time restriction. So if you set the time frame to 0930-1600 and check off to enable close trade at end of time frame then it will look to exit the trade at the close of the next bar.
Cumulative RSI StrategyI suppose nothing drives a point home like a 10+ year backtest! A couple of weeks ago I published a custom indicator called the Cumulative RSI. This indicator was straight out of chapter 9 of "Short Term Trading Strategies That Work." Today I am publishing a basic sample strategy in that uses the Cumulative RSI as its only entry and exit signals on a Nasdaq 100 leveraged index ETF (TQQQ). In this example, the indicator is being used as a longer term strategy with just 10% leverage over the account equity and a $25k start balance.
If I had it 10 years ago I would probably be retired! I'm sharing because I've found that it can provide an edge when determining exit/take profit points for trades. Many traders wait for a price reversal / trailing-stop to exit a trade when it starts losing. I've found that, using tools like the Cumulative RSI, you can achieve better exit points over the long term. Disclaimer: Even though this example significantly beats buy and hold, I wouldn't advise using it as a stand-alone strategy without significant additions/modifications to strategy and risk management functions.
