EMA StrategyThis is a simple EMA cross strategy. This script was published by CaptJava. I added in the ability to check off a box and allow shorting, the ability to select a back testing date range and also the ability to enter the buy message and sell message in the properties. You then create the webhook alert and put only this in the message:
{{strategy.order.alert_message}}
That will pull in your alert message dynamically.
I may add more features to this over time.
Crossover
RSI Cross [xaurr]This is simple but profitable rsi cross strategy, to find optimal values you can change rsi and ema periods.
Good Luck!
LSMA CrossoverThis is a simple script designed to help filter out bad trades. LSMA is a trend king and by using the 21,200 and 1000 length lines traders can get a clear view of where price action is travelling. This indicator is the perfect companion to the LSMA Wave Rider indicator. Once a pullback is discovered (price action crosses under blue or white line) Traders can use LSMA Wave Rider to locate perfect entry point.
Least Squares Moving Average follows these rules:
When price crosses over it signals a bull trend.
When price crosses under it signals bear trend.
When price stays close or on the line sideways action is to be expected.
The direction of the line shows the direction of the trend.
Here is an example of finding good trades. Price action pulls below white or blue line.
Another example of what a pullback looks like.
This example shows how to find trend using crossovers.
Another example how trend can be found but by using line direction.
LSMA Wave Rider can be found here:
Stochastic RSI w/ Crossover Alerts (by WJ)NOTE:
// STOCH RSI CODE TAKEN FROM DEFAULT INDICATOR
// I HAVE ONLY MADE SOME ADJUSTMENTS FOR VISUAL AID
// I MADE THIS FOR MY OWN USE BUT HAVE DECIDED TO PUBLISH AND SHARE IN CASE ANYBODY WANTS TO USE IT
This is the normal default built-in Stochastic RSI indicator which I have added some stuff for visual aid:
Added middle line (50)
Stoch RSI background turns green when K line crosses D line UPWARDS, K line is below the 50 level, and price is above 200 EMA
Stoch RSI background turns red when K line crosses D line DOWNWARDS, K line is above the 50 level, and price is below 200 EMA
Alert notification on the crossover candle with background colour change conditions met
MultiAlert LITEAllows one to set 5 price level alerts on one symbol (1 Stop Loss 4 Targets)
Alerts work by prices crosses under the stop loss or over the targets, enabling short reverses this.
Unlike regular MultiAlert, this actually draws a true horizontal price at your price.
This is a lighter version of MultiAlert, supporting only one symbol. Your price levels will appear on all charts unless you hide the indicator.
Make the alert with targets and stop loss set, every time you make a change you MUST REMAKE THE ALERT.
Please comment any problems .
Moving Average Crossover with Shading Signals This script uses 3 moving averages (2 simple moving averages and 1 exponential moving average ) to signal long and short opportunities based on moving average crossovers.
A long SMA (Signal SMA2) is used to determine longer term trend. When the EMA crosses above the Slow SMA1 and price is above the Signal SMA2. The space between the moving averages will shade green and the Signal SMA should also be green.
A sell signal occurs when the EMA crosses below the Slow SMA1 and price is below the Signal SMA2. The space between the moving averages will turn red and the Signal SMA should also be red.
A retracement, consolidation, or reversal may be occurring if the shaded color is yellow.
Use the identifying shapes to learn when to open or close positions.
CRYPTO 3EMA Strategy with Take Profit & Stop Loss based on ATRSimple 3 EMA Strategy with plotted Take Profit and Stop Loss
Entry condition:
- Middle EMA cross above the Slow EMA
- Set take profit and stop loss exit conditions based on ATR Indicator
Exit condition:
- Fast EMA cross below the Middle EMA
Roc & Atr
Roc & Atr Orders
My indicator, where I compare the 20 bar change percentage with the 14 bar atr band, I hope it will be useful to everyone. the green zones can be interpreted as BUY and the red zone as SELL zone. In graphs with high motion and low atr, the channel narrowing can be interpreted as BUY and the channel opening as SELL.
No indicator shows you the right way ... The best way is your own thoughts
MACD Moving Average Convergence/Divergence - DurbtradeDurbtrade MACD - macd line changes color based on vertical direction. This makes it easier to see and discern movements and also helps the indicator to retain maximum functionality when taking up less chart real estate (also, having the color change really helps me see charts on small screens... such as when it's bright outside and I'm driving in my car and glancing at a chart on my phone... it helps having the info pop visually). A fill option is included to fill the space between the macd and signal lines, though I personally prefer to disable this function. Also, you get a zero line if you want it, and it doesn't extend past the current time, removing unnecessary info and keeping your chart looking a bit cleaner. Finally, there are color-coded, cross-over and cross-under background fills, signaling when the macd line crosses the signal line.
This is my 2nd published script, and 2nd script ever. If you like this style, see my 1st published script: Durbtrade Bollinger Bands Width.
Hope you find this useful.
Feel free to comment.
CT Moving Average Crossover IndicatorMoving Average Crossover Indicator
Here I present a moving average indicator with 9 user definable moving averages from which up to 5 pairs can be selected to show what prices would need to be closed at on the current bar to cross each individual pair.
I have put much emphasis here on simplicity of setting the parameters of the moving averages, selecting the crossover pairs and on the clarity of the displayed information in the optional “Moving Average Crossover Level” Information Box.
What Is a Moving Average (MA)?
According to Investopedia - “In statistics, a moving average is a calculation used to analyze data points by creating a series of averages of different subsets of the full data set.
In finance, a moving average (MA) is a stock indicator that is commonly used in technical analysis. The reason for calculating the moving average of a stock is to help smooth out the price data by creating a constantly updated average price.
By calculating the moving average, the impacts of random, short-term fluctuations on the price of a stock over a specified time-frame are mitigated.”
The user can set the color, type (SMA/EMA) and length of each of the 9 moving averages.
Then the user may choose 5 pairs of moving averages from the set of 9.
The script will then calculate the price needed to be crossed by the close of the current bar in order to crossover each of the user defined pairs and outputs the results as optional lineplots and/or an Infobox which shows the relevant information in a very clear way.
The user may switch the moving averages, crossover lineplots and infobox on and off easily with one click boxes in the settings menu.
The number of decimal places shown in the Infobox can be altered in the settings menu.
If the price required to cross a pair of moving averages is zero or less, the crossover level will display “Impossible” and the plots will plot at zero. (this helps ameliorate chart auto-focus issues)
Quoting a variety of online resources …….
Understanding Moving Averages (MA)
Moving averages are a simple, technical analysis tool. Moving averages are usually calculated to identify the trend direction of a stock or to determine its support and resistance levels. It is a trend-following—or lagging—indicator because it is based on past prices.
The longer the time period for the moving average, the greater the lag. So, a 200-day moving average will have a much greater degree of lag than a 20-day MA because it contains prices for the past 200 days. The 50-day and 200-day moving average figures for stocks are widely followed by investors and traders and are considered to be important trading signals.
Moving averages are a totally customizable indicator, which means that an investor can freely choose whatever time frame they want when calculating an average. The most common time periods used in moving averages are 15, 20, 30, 50, 100, and 200 days. The shorter the time span used to create the average, the more sensitive it will be to price changes. The longer the time span, the less sensitive the average will be.
Investors may choose different time periods of varying lengths to calculate moving averages based on their trading objectives. Shorter moving averages are typically used for short-term trading, while longer-term moving averages are more suited for long-term investors.
There is no correct time frame to use when setting up your moving averages. The best way to figure out which one works best for you is to experiment with a number of different time periods until you find one that fits your strategy.
Predicting trends in the stock market is no simple process. While it is impossible to predict the future movement of a specific stock, using technical analysis and research can help you make better predictions.
A rising moving average indicates that the security is in an uptrend, while a declining moving average indicates that it is in a downtrend. Similarly, upward momentum is confirmed with a bullish crossover, which occurs when a short-term moving average crosses above a longer-term moving average. Conversely, downward momentum is confirmed with a bearish crossover, which occurs when a short-term moving average crosses below a longer-term moving average.
Types of Moving Averages
Simple Moving Average (SMA)
The simplest form of a moving average, known as a simple moving average (SMA), is calculated by taking the arithmetic mean of a given set of values. In other words, a set of numbers–or prices in the case of financial instruments–are added together and then divided by the number of prices in the set.
Exponential Moving Average (EMA)
The exponential moving average is a type of moving average that gives more weight to recent prices in an attempt to make it more responsive to new information.
To calculate an EMA, you must first compute the simple moving average (SMA) over a particular time period. Next, you must calculate the multiplier for weighting the EMA (referred to as the "smoothing factor"), which typically follows the formula: 2/(selected time period + 1). So, for a 20-day moving average, the multiplier would be 2/(20+1)= 0.0952. Then you use the smoothing factor combined with the previous EMA to arrive at the current value.
The EMA thus gives a higher weighting to recent prices, while the SMA assigns equal weighting to all values.
PIVOT EDGE - TREND GLIDEROne of the Biggest challenge in trading is to find the right trend and once we are in the right trend, holding on to winning trades is the next challenge. So this indicator addresses both these issues and helps you with
finding the right trend and also guide you and glide the trades till there is a change in trend by means of proper trend based candle color.
You can just look at the basic candle color as per the prevailing trend and be in the trend as long as the candle colors doesn't change. You need not worry or panic about the small pullbacks or retracements which is a normal
course of any trend continuation. Without this Indicator, in normal situation we would have ended our trades thinking the trend has changed and only to find that trend is again continuing and giving us more than 3-4 times reward after exit.
This Indicator is coded in such a way that no matter what may be the standard color of the candle, This Indicator will paint the candles to Green color in an Uptrend and it will paint the candles RED color in downtrend.
You can take entries as soon as you see the trend formation and wait till the trend is changed or the candle color is changed.
This indicator is intended for the use of newbies or Novice traders to give them confidence and also to guide them towards the proper trend so that they are not taking any counter trend trades.
This Indicator is also beneficial for experienced and master traders to keep them in trade and glide until there is a clear change in trend thereby riding their profits for longer time.
This is a Moving average crossover based strategy but slightly different in the computation where in I have used the customized PEMA values to suit most favorable win ratio.
The results are best when used for timeframe of 10 mins and above. Also you must know the basics of candle stick patterns and price action to take suitable entries and exit at favorable risk reward ratio.
Always do not wait for exit signal from the indicator. You can exit whenever you have gained decent profit and you can keep a trailing stop loss and lock in your profit.
This Indicator works on all Markets and all types of timeframes. Kindly do backtesting for atleast 2-3 months data before using it for live market. Also you must find out which stocks you wish to trade and check if this indicator works favorably for your scripts. The results might slightly vary on stocks
with high volatility.
Always look for the curve in trending up direction of trending down direction. Do not trade whenever the curve is flat and not inclined upside or downside.
Always trade with a suitable STOPLOSS in place and trade with less quantity till you find comfort and confidence with this Indicator.
Further updates to follow periodically. Incase you like this script, like it and share it to others too. Also take a look at the other scripts that I have published.
Happy Trading
Mohan
Simple Moving Average CrossoverThis strategy uses two moving averages of 21 and 8 to generate buy or sell signal.
This is for purely intraday trades and best use in 15 min time frame
This strategy uses angle/slope of ma to filter out period of sideways movement and only generate signals when the stock starts trending in one direction
How to use this
1) Buy when the buy is generated
2) Sell when the sell is generated
Properties you can tweak to adjust this strategy to your needs are
1) angle -> Adjust this properties to define how much slope would be considered to generate the signals, higher the values lesser the trades generated.
2) atr period-> this is to adjust the atr period
3) ma source -> close is considered as source , you can use open or high or low
Stochastic RSI with Crossover ArrowsThe Stochastic RSI indicator (Stoch RSI) is essentially an indicator of an indicator. It is used in technical analysis to provide a stochastic calculation to the RSI indicator. This means that it is a measure of RSI relative to its own high/low range over a user defined period of time. The Stochastic RSI is an oscillator that calculates a value between 0 and 1 which is then plotted as a line. This indicator is primarily used for identifying overbought and oversold conditions.
In this update, crossover arrows helps your trade.
EMA Cross 9,21,50,80,200 + Inside barEste script faz o seguinte:
1. Plota 5 EMAs (9,21,50,80,200)
2. Faz crossover da 9x21 e 21x50
3. Colore inside bar em amarelo (é possível ainda colorir diferentemente bullish e bearish inside bar)
EMA Cross StrategyThis double EMA crossover strategy aims to illustrate a good strategy design.
It is currently the only published script that:
supports a proper date picker for the backtest period
is able to test in short and long mode only
Previous Period Levels - X Alerts====== ABOUT THIS INDICATOR
- A simple but highly customisable display of previous higher time-frame
OHLC values, drawn using line.new and label.new. Nothing fancy but...
- Customised resolution input which excludes time frames lower than 1 hour
while extending the common higher reference inputs to include:
• 6, and 12 Hour
• 5 Day
• 3, and 6 Month
• 1 Year
- Alert conditions using an adjustable SMA to help reduce false positive
spam.
- Full visual customisation options for (almost) every aspect, so it can be
tuned to suit most individual preferences.
- In line with the miriad visual customisation options is the ability to
change the display format of the Labels, to show more or less information,
or disable them altogether.
====== REASON FOR STUDY
- To practice advanced user input option handling to allow for a full visual
customisation experience without stepping outside of, or interfering with,
the intended function of the indicator.
- Provide reasonably clear code commenting and structure in order to be
useful as a potential learning aid for others, and future reference for
myself.
====== DISCLAIMER
Any trade decisions you make are entirely your own responsibility.
I've made an effort to squash all the bugs, but you never know!
Combined Momentum MA (Equal-Length EMA/SMA Crossover)Overview:
This momentum and trend-following strategy captures the majority of any trending move, and works well on high timeframes.
It uses an equal-period EMA and SMA crossover to detect trend acceleration/deceleration, since an EMA places a greater weight and significance on the most recent data.
To reduce noise and optimize entries, we combined this with an overall trend bias for further confluence.
How it works:
Signals are determined by the crossover of an EMA and SMA of the same length, e.g. EMA-50 and SMA-50.
The overall trend bias is determined using a slower SMA golden/death cross, e.g. SMA-50 and SMA-100.
The signal is stronger when it occurs in confluence with the overall trend bias, e.g. when EMA-50 crosses over SMA-50, while above the SMA-100. This is analogous to only opening long positions in a bull market.
Indicator description:
GREEN: Up Trend (EMA is above SMA, while EMA is above BIAS_MA. This shows a bullish confluence.)
YELLOW: No Trend (EMA/SMA crossover and BIAS_MA are not in confluence.)
RED = Down Trend (EMA is below SMA, while EMA is below BIAS_MA. This shows a bearish confluence.)
Equal-Length EMA/SMA Crossover Momentum StrategyOverview:
This momentum and trend-following strategy captures the majority of any trending move, and works well on high timeframes.
It uses an equal-period EMA and SMA crossover to detect trend acceleration/deceleration, since an EMA places a greater weight and significance on the most recent data.
This version is optimized for longs, and designed to cut your losses quickly and let your winners run.
To reduce noise and optimize entries, we combined this with an overall trend bias for further confluence.
How it works:
Signals are determined by the crossover of an EMA and SMA of the same length, e.g. EMA-50 and SMA-50.
The overall trend bias is determined using a slower SMA golden/death cross, e.g. SMA-50 and SMA-100.
The signal is stronger when it occurs in confluence with the overall trend bias, e.g. when EMA-50 crosses over SMA-50, while above the SMA-100. This is analogous to only opening long positions in a bull market.
Signal description:
Trend Buy: EMA crosses above SMA, and overall trend bias is bullish. Buying is in confluence with the overall trend bias.
Risky Buy: EMA crosses above SMA, and overall trend bias is bearish. Buying is early, more risky, and not in confluence with the overall trend bias.
Late Buy: SMA crosses above BIAS_SLOW. This gives further confirmation of bullish trend, but signal comes later.
Sell: EMA crosses under SMA.
Strategy entry and exit conditions:
This version enters a Long when "TREND BUY" is signalled.
This version has Sell/Shorts disabled because UP ONLY.
Long entry: Strategy enters Long when EMA is above SMA, while overall trend bias is bullish.
Long exit: Close long when EMA crosses under SMA.
emma Kak ADBasic guidelines
EMA 5 (red line) crossing EMA 9 (blue line) = Short term trend
Middle Bollinger Band crossing EMA 50 (yellow)= Medium term trend
EMA 50 crossing EMA 100 (green)= Long term trend
Cross up = Buy
Cross down = Sell
These EMA lines also act as the supports and resistances.
The way indicators read same as on others time frame. Higher time frame indicate stronger signal compared to lower time frame. However lower time frame will move earlier.
HOW TO READ INDICATOR
• Ema 5 cross up ema 9, - buy. filled with green
• ema 5 cross up ema 9, cs open above ma 20 – focus buy
• ema 5 & ema 9 cross up ma 20, cs open above ema 50 – focus buy
• ema 5, ema 9, ma20 cross up ema 50, cs open above ema100 – focus buy
• ema 5 cross bawah ema 9 - sell. filled with red
• ema 5 cross bawah ema 9, cs open below ma 20 – focus sell
• ema 5 & ema 9 cross bawah ma 20, cs open below ema 50 – focus sell
• ema 5, ema 9, ma20 cross bawah ema 50, cs open below ema 100 – focus sell
Combo Backtest 123 Reversal & MACD Crossover 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
MACD – Moving Average Convergence Divergence. The MACD is calculated
by subtracting a 26-day moving average of a security's price from a
12-day moving average of its price. The result is an indicator that
oscillates above and below zero. When the MACD is above zero, it means
the 12-day moving average is higher than the 26-day moving average.
This is bullish as it shows that current expectations (i.e., the 12-day
moving average) are more bullish than previous expectations (i.e., the
26-day average). This implies a bullish, or upward, shift in the supply/demand
lines. When the MACD falls below zero, it means that the 12-day moving average
is less than the 26-day moving average, implying a bearish shift in the
supply/demand lines.
A 9-day moving average of the MACD (not of the security's price) is usually
plotted on top of the MACD indicator. This line is referred to as the "signal"
line. The signal line anticipates the convergence of the two moving averages
(i.e., the movement of the MACD toward the zero line).
Let's consider the rational behind this technique. The MACD is the difference
between two moving averages of price. When the shorter-term moving average rises
above the longer-term moving average (i.e., the MACD rises above zero), it means
that investor expectations are becoming more bullish (i.e., there has been an
upward shift in the supply/demand lines). By plotting a 9-day moving average of
the MACD, we can see the changing of expectations (i.e., the shifting of the
supply/demand lines) as they occur.
WARNING:
- For purpose educate only
- This script to change bars colors.
EMA Cross Levels + Standard DeviationPlots the price level that the most recent EMA crossover occurred at(Green if bullish and red if bearish).
Also calculates standard deviation over a shorter window-length/lookback period (of 'n_std_fast' length) and another over a much longer span of periods(n='n_std_slow', > 'n_std_fast').
These are the two dotted lines appearing as bands around the cross-level line.
Double EMA CROSS
Double EMA CROSS (DEC)
Useful for identifying and receiving alerts about uptrends and downtrends.
This script uses two Exponential Moving Averages (EMAs) to find price uptrends and downtrends.
An Exponential Moving Average ( EMA ) is a type of moving average that places a greater weight and significance on the most recent data points.
The script produces uptrend and downtrend signals based on crossovers and divergences between the two EMAs,
the user will be able to spot a trend change (when the EMAs crossover) and to determine the strength of the current trend (when the EMAs diverge).
It is also posible to get alerts for uptrends and downtrends on the web and mobile app with sound and pop-ups as well as via email.
The optimal time to enter and exit the market can be concluded from this trend changes.
The user can set their own EMAs, by default they are set to 25 and 75 periods for medium and long term respectively.
When the medium term EMA crosses below the long term EMA the asset is in a downtrend and the price will decline, and when the
medium term EMA crosses above the long term EMA the asset is in an uptrend and price will increase.
This scripts plots the following indicators and signals on the chart to help the user to identify trends:
1.- Medium and long term EMAs as lines overlaid on the price chart.
2.- Up green triangles above bars when the price is on an uptrend and down red triangles below bars when the price is on a downtrend.
3.- Arrows with text to indicate the start of an uptrend or downtrend.
The user can enable and disable the indicators and signals as well as set colors and shapes to their liking.
This script also lets the user create alerts for uptrends and downtrends. To create a new alert using this script follow this instructions:
1.- Once you added this script to your chart, go to the alerts panel (right on web or bottom tool bar on the mobile app) and add a new alert (alarm clock icon with a plus sign).
2.- A modal window will open. On the “Condition” dropdown menu select “DEC”.
3.- On the next dropdown menu (right below the “Condition” one) you can select.
4.- Lastly you can set all the normal alert options and create the alert.
