ADX + BB %B + AO + EMA by @DaviddTechThis trading strategy combines different indicators:
1) ADX , Average Directional Movement to make sure we are in a trend.
2) BB %B Bollinger Band %B: to spots relative price position to Bollinger Bands
3) AO Awesome Oscillator for momentum - you will need to configure this to fit the pair.
4) EMA 5, EMA 21, EMA 50, EMA 200: crossovers to get our entry short or long & trend direction
This script was inspired by TraderPro - Crazy 78% Win Rate Proven Trading Strategy Revealed - ADX + BB %B + AO + EMA
My settings are pretty much as default.
- I have added a 10,000 USD default
- 7% of portfolio is used to create the results.
You can of course optimize all of this in the settings.
WARNING:
- For purpose educate only
- Plots EMAs and other values on chart.
- This script to change bars colors.
Analisi trend
FTRS PROThe script works differently on different time frame. Works best in 1 min time frame. The script take advantage on ichimoku cloud for trend analysis, RSI for 2nd trend identification and a custom command to identify point of entry for the market bias. This is NOT a counter trend strategy, it is purely to capture the market bias on the chart. User able to customize based on their preferences risk to reward ratio and play along with user's own risk appetite.
Combo Backtest 123 Reversal & Awesome Oscillator (AO) This is combo strategies for get a cumulative signal.
First strategy
This System was created from the Book "How I Tripled My Money In The
Futures Market" by Ulf Jensen, Page 183. This is reverse type of strategies.
The strategy buys at market, if close price is higher than the previous close
during 2 days and the meaning of 9-days Stochastic Slow Oscillator is lower than 50.
The strategy sells at market, if close price is lower than the previous close price
during 2 days and the meaning of 9-days Stochastic Fast Oscillator is higher than 50.
Second strategy
This indicator is based on Bill Williams` recommendations from his book
"New Trading Dimensions". We recommend this book to you as most useful reading.
The wisdom, technical expertise, and skillful teaching style of Williams make
it a truly revolutionary-level source. A must-have new book for stock and
commodity traders.
The 1st 2 chapters are somewhat of ramble where the author describes the
"metaphysics" of trading. Still some good ideas are offered. The book references
chaos theory, and leaves it up to the reader to believe whether "supercomputers"
were used in formulating the various trading methods (the author wants to come across
as an applied mathemetician, but he sure looks like a stock trader). There isn't any
obvious connection with Chaos Theory - despite of the weak link between the title and
content, the trading methodologies do work. Most readers think the author's systems to
be a perfect filter and trigger for a short term trading system. He states a goal of
10%/month, but when these filters & axioms are correctly combined with a good momentum
system, much more is a probable result.
There's better written & more informative books out there for less money, but this author
does have the "Holy Grail" of stock trading. A set of filters, axioms, and methods which are
the "missing link" for any trading system which is based upon conventional indicators.
This indicator plots the oscillator as a histogram where periods fit for buying are marked
as blue, and periods fit for selling as red. If the current value of AC (Awesome Oscillator)
is over the previous, the period is deemed fit for buying and the indicator is marked blue.
If the AC values is not over the previous, the period is deemed fir for selling and the indicator
is marked red.
WARNING:
- For purpose educate only
- This script to change bars colors.
Stock trending strategy This is a long only strategy designed maily for stock markets and futures. In general it works best with 1h, however it can be optimized with other timeframes as well.
Components:
VWAP
MACD histogram
EMA 9
Rules for entry
Long :
For VWAP: close is above the vwap daily
EMA: close is above the moving average
MACD histogram is above 0
Short:
For VWAP: close is belowthe vwap daily
EMA: close is below the moving average
MACD histogram is below 0
Rules for exit
This strategy does not have any risk management inside. Instead it exits whenver it receives an opposite signal form the original one used for entry.
If you have any questions let me know !
Ichimoku with MACD/ CMF/ TSIThis is a very powerful trend strategy designed for markets such as stocks market , stock index and crypto.
For time frames I found out that 1h seems to do the trick.
Components:
Ichimoku full pack
MACD histogram
CMF oscillator
TSI oscillator
Rules for entry
Long :
For Ichimoku:Tenkan part of cloud is bigger than kijun, Chikou is above 0 , close of a candle is above the Senkou
MACD histogram is above 0
CMF oscillator is positive and bigger than 0.1
TSI oscillator is above 0
Short:
For Ichimoku:Tenkan part of cloud is smaller than kijun, Chikou is below 0 , close of a candle is belowthe Senkou
MACD histogram is below 0
CMF oscillator is negative and below -0.1
TSI oscillator is below 0
Rules for exit
This strategy does not have any risk management inside. Instead it exits whenver it receives an opposite signal form the original one used for entry.
If you have any questions let me know !
Combo Backtest 123 Reversal & Awesome Oscillator (AC) This is combo strategies for get a cumulative signal.
First strategy
This System was created from the Book "How I Tripled My Money In The
Futures Market" by Ulf Jensen, Page 183. This is reverse type of strategies.
The strategy buys at market, if close price is higher than the previous close
during 2 days and the meaning of 9-days Stochastic Slow Oscillator is lower than 50.
The strategy sells at market, if close price is lower than the previous close price
during 2 days and the meaning of 9-days Stochastic Fast Oscillator is higher than 50.
Second strategy
This indicator plots the oscillator as a histogram where blue denotes
periods suited for buying and red . for selling. If the current value
of AO (Awesome Oscillator) is above previous, the period is considered
suited for buying and the period is marked blue. If the AO value is not
above previous, the period is considered suited for selling and the
indicator marks it as red.
WARNING:
- For purpose educate only
- This script to change bars colors.
Rosebud Trend Backtest [DepthHouse]*Past Performance Does Not Guarantee Future Results*
*Strategy created for backtesting purposes only.
*Backtesting assesses the viability of a trading strategy or pricing model by discovering how it would have played out retrospectively using historical data.
* Please be sure to read all updates below as the information below could change with future updates.
Rosebud Trend Indicator uses complex range calculations to easily detect trend changes, critical support and resistance levels, and even aid in spotting reversals. The Critical Support & Resistance Zones are plotted via the red and green cloud. This cloud not only visually displays the expected trend direction but often acts as major support and resistance zones. The outer band measures the expected range in which the assets trade over longer periods of time.
The Rosebud Trend Backtest combines the calculations of the ATR Auto Oscillator & the Rosebud Trend Indicator to demonstrate backtest performance.
// Settings //
Users can switch the ‘ Trend Sensitivity ’ between ‘ Low ', ' Med ', and ‘ High ’ to increase or decrease the rate at which the cloud changes.
By altering the S/R Band Thickness users can furthermore increase or decrease the rate at which a trend changes by altering the thickness of the cloud. Default is .50 however this can be lowered if needed.
Bar colors are generated by a combination of Rosebuds primary function and our ATR AUTO Oscillator base functions. Users have 3 bar color options to select from: Simple, Complex, and Off.
Simple: Bars colors alternate between shades of red and green based on the trend direction and the ATR Auto strength. The stronger the shade, the stronger the trend.
Complex: This adds a few extra variables to the script which generates a more complex bar color display. Using this option, Rosebud will generate light red bars in a bull trend if downward movement is strong and vice versa in a bear trend. It also will generate a purple bar if the candle successfully closes above or below the Top & Bottom Range Bands; We call this a range break, and it could be an early sign of strong upward or downward movement.
Off: In case you like to keep things even simpler, this option hides all overlay bar colors.
ATR Options: Used for Light & Strong Entries/Exits // Bar Colors also based on these settings
ATR Smoothed Signal Option: Turns advance smoothing on or off. On will reduce signal noise, while Off could land you that perfect bottom signal with a lower success rate.
ATR Candlestick Length: Default factor for bar color and shape generation, the higher the number the fewer signals that will generate.
ATR Candlestick Smoothing: Default smoothing for the Candlestick Length
Signal Lookback: Adjust the factor at which Bull, Bear, Up, and Down. Lower this to 2 for more signals.
// ⇅ BackTest Settings ⇅ //
Short Trading: Option to see backtest results for both long and short positions. Default is Long Only.
Strategy Entry Options:
Trend Only: Positions are entered right as there is a cloud trend change.
Light Entry: This enters a trade as soon as there is a breakout or breakdown signal generated from the ATR settings.
Strong Entry: Multiple conditions must be met; Price action must be near the Trend Base and must receive either a bullish or bearish crossover in the oversold or overbought range of the ATR Settings.
Strategy Exit Options:
Trend Only: Exits all positions after there is a primary trend change.
Light Exit: Exits a user set percentage of open positions when the ATR generates a breakdown or breakout. Will continue to do this at each occurrence. Presets are built in to keep these from triggering too often in volatile conditions.
Strong Exit: Exits a user set percentage of open positions when the ATR generates a bullish or bearish crossover in the overbought or oversold ranges. Will continue to do this with each occurrence. Presets are built in to keep these from triggering too often in volatile conditions.
Profit Points: Exits a set percentage of the position up to 3 times at a user set percentage gap from the entry. Any remaining amount in the position exits upon a trend change.
Profit QTY Percent: Percent of the position to exit when an exit condition triggers. This does not apply to the “Trend Only” exit option.
Profit Percent Gap: Percent gap for Profit Point Exits. Recommend adjusting based on timeframe. See example below.
Random Entries Work!" tHe MaRkEtS aRe RaNdOm ", say moron academics.
The purpose of this study is to show that most markets are NOT random! Most markets show a clear bias where we can make such easy money, that a random number generator can do it.
=== HOW THE INDICATOR WORKS ===
The study will randomly enter the market
The study will randomly exit the market if in a trade
You can choose a Long Only, Short Only, or Bidirectional strategy
=== DEFAULT VALUES AND THEIR LOGIC ===
Percent Chance to Enter Per Bar: 10%
Percent Chance to Exit Per Bar: 3%
Direction: Long Only
Commission: 0
Each bar has a 10% chance to enter the market. Each bar has a 3% to exit the market . It will only enter long.
I included zero commission for simplification. It's a good exercise to include a commission/slippage to see just how much trading fees take from you.
=== TIPS ===
Increasing "Percent Chance to Exit" will shorten the time in a trade. You can see the "Avg # Bars In Trade" go down as you increase. If "Percent Chance to Exit" is too high, the study won't be in the market long enough to catch any movement, possibly exiting on the same bar most of the time.
If you're getting the red screen, that means the strategy lost so much money it went broke. Try reducing the percent equity on the Properties tab.
Switch the start year to avoid/minimize black swan events like the covid drop in 2020.
=== FINDINGS ===
Most markets lose money with a "Random" direction strategy.
Most markets lose ALL money with a "Short Only" strategy.
Most markets make money with a "Long Only" strategy.
Try this strategy on: Bitcoin (BTCUSD) and the NASDAQ (QQQ).
There are two popular memes right now: "Bitcoin to the moon" and "Stocks only go up". Both are seemingly true. Bitcoin was the best performing asset of the 2010's, gaining several billion percent in gains. The stock market is on a 100 year long uptrend. Why? BECAUSE FIAT CURRENCIES ALWAYS GO DOWN! This is inflation. If we measure the market in terms of others assets instead of fiat, the Long Only strategy doesn't work anymore (or works less well).
Try this strategy on: Bitcoin/GLD (BTCUSD/GLD), the Eurodollar (EURUSD), and the S&P 500 measured in gold (SPY/GLD).
Bitcoin measured in gold (BTCUSD/GLD) still works with a Long Only strategy because Bitcoin increased in value over both USD and gold.
The Eurodollar (EURUSD) generally loses money no matter what, especially if you add any commission. This makes sense as they are both fiat currencies with similar inflation schedules.
Gold and the S&P 500 have gained roughly the same amount since ~2000. Some years will show better results for a long strategy, while others will favor a short strategy. Now look at just SPY or GLD (which are both measured in USD by default!) and you'll see the same trend again: a Long Only strategy crushes even when entering and exiting randomly.
=== " JUST TELL ME WHAT TO DO, YOU NERD! " ===
Bulls always win and Bears always lose because fiat currencies go to zero.
You're not underperforming a random number generator, are you?
Strategy TemplateTrying to include few basic things which is needed for strategy which can be used as template.
Few important components
Strategy parameters
Few important parameters include - initial_capital, default_qty_type, default_qty_value, commission_type, pyramiding and commission_value. All my strategies will have similar settings with initial captial set to 20000 to 100000. 100% of equity per trade with no pyramiding (set to 1) and minimal commission.
margin_long and margin_short can be used for leveraged trading. But, since we are not using pyramiding, it will make no effect.
Trade Limiting parameters
Two types of limiting is available in the scripts
Limiting trading direction : this is done through method strategy.risk.allow_entry_in and input parameter tradeDirection
Limiting trades to particular time window : This is achieved through adding start time and end time parameters of type input.time and check whether time is within this window
Custom Methods
customized security method to get higher timeframe data
customized moving average method to get moving average of any type
Custom Parameters
Moving average Type option list which I use quite often. Any strategy where there is need to use moving average, I try to scan through different moving average types and lengths to see which one is more appropriate for the given strategy. Hence, keeping this parameter in template to make it readily available when I start with new strategy
waitForCloseBeforeExit - this is used if trailing stop need to activated as soon as price hits the stop or only on close price. This is again something I switch quite often based on strategy. Hence, keeping this as part of the template.
Entry and Exit statements for long and short
These statements from line (57 to 62) can remain as is even with new strategy. Only thing to be set are variables - buyCondition, sellCondition, closeBuyCondition and closeSellCondition
Last but not the least
In pinescript, a long and short position cannot coexist in a strategy at any point of time. Any short positions created will automatically stop long positions and vice versa. Hence, it is important make short and long trades mutually exclusive. In this example, I have used 200 weekly moving average as trend bias. No short positions are taken when price is trading above 200 weekly moving average low/close and no long positions are taken when price is less than 200 weekly moving average high/close. Any rule built on top of this (In this case a simple supertrend rules) ensures that there are no conflicting signals and hence avoids confusing trades on the stratgy.
MACandles-LinearRegression-StrategyThis is combination of multiple indicators and strategies. Mainly useful for indexes and to time the entry and exits of indexes. No stoploss used - makes it less desirable for leveraged trades or trading individual stocks.
Let us rewind and look back at some of the indicators/strategies published earlier.
1. Moving Average Candles - this is one of my favourite tool for general trend filtering. Applying supertrend on moving average candles is one of the easiest ways to find reversal in trending market without exiting positions too early. Few scripts published on this basis are:
MA Candles Supertrend
MA Candles Supertrend Strategy
2. VixFix and Linear Regression - this itself is combination of two indicators.
Williams-Vix-Fix-Finds-Market-Bottoms - by @ChrisMoody
Squeeze-Momentum-Indicator - by @LazyBear
I have combined these two indicators to derive VIX-Fix linear regression to find absolute market bottoms. More description here:
VixFixLinReg-Strategy
VixFixLinReg-Indicator
Now, in this strategy, we combine all these together.
Derive moving average candles
Derive momentum of moving average candles
Derive Linear regression on momentum
Optionally, also calculate VIX Fix and Linear regression on VixFix momentum
To find market bottom:
There are two options
1. Use when momentum of MA candles hit bottom (red) and slowly turn up (orange). In aggressiveLong mode, signals are also generated when momentum starts going positive from negative.
2. Use Vix Fix linear regression of MA candles as described in the original script of VixFixLinReg-Strategy
To find market top
Here only Ma candles momentum decreasing is used as signal. If looking for longTrades , exit signal is generated only when momentum is turning negative extreme(orange). Or else, exit signal is generated when momentum has turned neutral.
At this stage, it is very much experimental - use it with caution :)
Supertrend LSMA long StrategyThis is a long strategy which combines Super trend indicator with LSMA moving average.
In general it tends to works better with long trending markets such as stocks and cryptos using a big timeframe.
The rules are simple
Long entry:
Supertrend is telling us to go long and close of a candle is above moving average
Long exit:
Supertrend is telling us to go short
IF you have any questions, let me know !
Aroon Strategy long onlyThis is a simple long only strategy made of Aroon and Least Square moving average.
The rules are simple:
Long entry = crossover of upper part with the lower part from aroon and close of the candle is above the moving average
Long exit = crossunder of upper part with the lower part from aroon and close of the candle is below the moving average
IF you have any questions let me know !
Pivot Reversal strategy long onlyPivot Point Reversal Strategy
Pivot point reversal strategy is based on the first support level’s price action during the bullish trend and the first resistance level during the bearish trend . Traders follow the main trend and enter into the trade after reversal analyzing pivot point levels.
This version is an upgraded version, combining the initial pivot point reversal strategy together with one of the most accuracy moving average in my opinion for day trade, the Least square moving average.
At the same time I applied an option to backtest using a date range and a leverage calculator.
The default options are optimized for BTC /USDT 2H charts, using 0.1% comission fee.
If you have any questions, let me know
Extremely high win rate FOREX swing strategyTHis is a very simple yet extremely efficient FOREX strategy .
In general it tends to work the best against NZD and AUD pairs, however other major pairs and crosses can work as well.
It's made of a time management, together with MACD , moving average , a price action rule and a risk management.
THe logic behind is the next one :
For LONG:
We have 3 ascending candles.
Histogram of MACD is positive.
Last close of a candle is was above moving average.
If all those previous condition happened before 17/18 UTC time depending if its summer time or not, we enter the trade.
For Short:
We have 3 descending candles.
Histogram of MACD is negative.
Last close of a candle is was below moving average.
If all those previous condition happened before 17/18 UTC time depending if its summer time or not, we enter the trade.
RIsk management
For risk management, since we aim to have a 95%+ win rate, we aim to have a 5:1 or 10:1 risk to reward ratio. Meaning that for each $ we can win, we can lose 5-10$.
THats why I recommend to be extremely careful when playing with leverage with this strategy.
Full Forex scalper StrategyTHis is a FOREX scalping system that can be optimized with almost all majors and crosses pairs.
Its made of multiple elements such as :
MACD
Stochastic RSI
Fast VW moving average
Slow VW moving average
Time management( forex sessions as inputs)
Rules for entry
Long
Last 2 MACD values were ascending, fast moving average is below moving average and stochastic RSI is below 30 level. At the same time we are either into London or NY session.
Short
Last 2 MACD values were descending, fast moving average is above moving average and stochastic RSI is above 70 level. At the same time we are either into London or NY
Rules for exit
WE have 2 exit possibilities: we can exit either at the end of NY/London Session or based on a TP/SL risk management calculating % in movement.
If you have any questions let me know !
Combo Backtest 123 Reversal & 2/20 Exponential MA This is combo strategies for get a cumulative signal.
First strategy
This System was created from the Book "How I Tripled My Money In The
Futures Market" by Ulf Jensen, Page 183. This is reverse type of strategies.
The strategy buys at market, if close price is higher than the previous close
during 2 days and the meaning of 9-days Stochastic Slow Oscillator is lower than 50.
The strategy sells at market, if close price is lower than the previous close price
during 2 days and the meaning of 9-days Stochastic Fast Oscillator is higher than 50.
Second strategy
This indicator plots 2/20 exponential moving average. For the Mov
Avg X 2/20 Indicator, the EMA bar will be painted when the Alert criteria is met.
WARNING:
- For purpose educate only
- This script to change bars colors.
