MA Win RateMoving Average Cross Win Rate
This simple yet useful script calculates the percentage of times a moving average crossover successfully predicts price movement.
Win Conditions:
1] A Golden Cross (fast MA crossing above slow MA) where the price moves up afterward.
2] A Death Cross (fast MA crossing below slow MA) where the price moves down afterward.
In this script, I have used a Simple Moving Average (SMA) for illustration.
You can modify the code to apply any type of moving average and test its accuracy.
Cerca negli script per "GOLD"
XAUXXXThis simple script is meant to get around the limitations some data providers have, in terms of the length of historical data they choose to provide traders. Inspired by OANDA's XAUCAD pair only having data as far back as 2005, whereas XAUUSD has data back to to the 19th century.
By taking the OHLC data from XAUUSD and multiplying it by the price of USD in a desired currency you are able to see further back in time, the limitation now being the length of FX data available instead of the price of Precious metal / currency pair. As shown in the chart you can now see the price of Gold in CAD as far back as the late 1960s, a nearly half century of data uncovered for all to see!
Color Changing MACDJapanese below / 日本語説明は下記
This indicator shows MACD with its colors changing based on trend strength.
The purpose of this indicator is to visually understand phases of trends, which are beginning, advancing and ending, measuring the range between MACD line and signal line.
Since MACD is originated from moving average, the range between MACD line and signal line gradually expands as trends progress while the range gets narrowed as trends come closer to the end. The indicator visualizes this characteristics.
The colors change as follows:
Green: In bullish trend, the range between MACD and signal gets expanded from previous candle, which indicates up trends continue
Purple: The range between MACD and signal gets narrowed from previous candle, which indicates trends gradually come to end.
Red: In bearish trend, the range between MACD and signal gets expanded from previous candle, which indicates down trends continue
See the chart below.
Features
Coloring
MACD line and signal line's colors change according to the logic above.
You can also fill the gap between MACD line and signal line with the same color changing logic as lines.
Signals
Golden cross and death cross signals can be displayed.
Alert
Alerts can be set when golden and death crosses occur.
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トレンドの強弱で色が変わるMACDのインジケーターです。トレンドが初期、進展期、終了期と移り変わる様子を視覚的に判断できることを目的に開発しています。
トレンドの強弱はMACDラインとシグナルラインの幅で判断します。
MACDは移動平均線を元にしたインジケーターであるため、トレンドが進展するにつれMACDラインとシグナルラインの幅は徐々に広がります。一方で、トレンドが終盤に差し掛かかるにつれ上記の幅は狭まります。インジケーターはこのMACDの特徴を色で可視化します。
色は以下の通り変化します。
緑:上昇トレンドにおいて、MACDラインとシグナルラインの幅が前のローソク足のそれよりも拡大している場合
=>トレンドの勢いが強まっていることを示唆
紫:MACDラインとシグナルラインの幅が前のローソク足のそれよりも縮小している場合
=>トレンドの勢いが弱まっていることを示唆
赤:下降トレンドにおいて、MACDラインとシグナルラインの幅が前のローソク足のそれよりも拡大している場合
=>トレンドの勢いが強まっていることを示唆
サンプルチャート
機能
色変更
上記のロジックでMACDとシグナルラインの色を変更します。また両ラインの間をラインと同じロジックで塗りつぶすことも可能です。
シグナル
ゴールデンクロスとデッドクロスでシグナルを表示
アラート
ゴールデンクロスとデッドクロスでアラートを設定可能
Investments/swing trading strategy for different assetsStop worrying about catching the lowest price, it's almost impossible!: with this trend-following strategy and protection from bearish phases, you will know how to enter the market properly to obtain benefits in the long term.
Backtesting context: 1899-11-01 to 2023-02-16 of SPX by Tvc. Commissions: 0.05% for each entry, 0.05% for each exit. Risk per trade: 2.5% of the total account
For this strategy, 5 indicators are used:
One Ema of 200 periods
Atr Stop loss indicator from Gatherio
Squeeze momentum indicator from LazyBear
Moving average convergence/divergence or Macd
Relative strength index or Rsi
Trade conditions:
There are three type of entries, one of them depends if we want to trade against a bearish trend or not.
---If we keep Against trend option deactivated, the rules for two type of entries are:---
First type of entry:
With the next rules, we will be able to entry in a pull back situation:
Squeeze momentum is under 0 line (red)
Close is above 200 Ema and close is higher than the past close
Histogram from macd is under 0 line and is higher than the past one
Once these rules are met, we enter into a buy position. Stop loss will be determined by atr stop loss (white point) and break even(blue point) by a risk/reward ratio of 1:1.
For closing this position: Squeeze momentum crosses over 0 and, until squeeze momentum crosses under 0, we close the position. Otherwise, we would have closed the position due to break even or stop loss.
Second type of entry:
With the next rules, we will not lose a possible bullish movement:
Close is above 200 Ema
Squeeze momentum crosses under 0 line
Once these rules are met, we enter into a buy position. Stop loss will be determined by atr stop loss (white point) and break even(blue point) by a risk/reward ratio of 1:1.
Like in the past type of entry, for closing this position: Squeeze momentum crosses over 0 and, until squeeze momentum crosses under 0, we close the position. Otherwise, we would have closed the position due to break even or stop loss.
---If we keep Against trend option activated, the rules are the same as the ones above, but with one more type of entry. This is more useful in weekly timeframes, but could also be used in daily time frame:---
Third type of entry:
Close is under 200 Ema
Squeeze momentum crosses under 0 line
Once these rules are met, we enter into a buy position. Stop loss will be determined by atr stop loss (white point) and break even(blue point) by a risk/reward ratio of 1:1.
Like in the past type of entries, for closing this position: Squeeze momentum crosses over 0 and, until squeeze momentum crosses under 0, we close the position. Otherwise, we would have closed the position due to break even or stop loss.
Risk management
For calculating the amount of the position you will use just a small percent of your initial capital for the strategy and you will use the atr stop loss for this.
Example: You have 1000 usd and you just want to risk 2,5% of your account, there is a buy signal at price of 4,000 usd. The stop loss price from atr stop loss is 3,900. You calculate the distance in percent between 4,000 and 3,900. In this case, that distance would be of 2.50%. Then, you calculate your position by this way: (initial or current capital * risk per trade of your account) / (stop loss distance).
Using these values on the formula: (1000*2,5%)/(2,5%) = 1000usd. It means, you have to use 1000 usd for risking 2.5% of your account.
We will use this risk management for applying compound interest.
In settings, with position amount calculator, you can enter the amount in usd of your account and the amount in percentage for risking per trade of the account. You will see this value in green color in the upper left corner that shows the amount in usd to use for risking the specific percentage of your account.
Script functions
Inside of settings, you will find some utilities for display atr stop loss, break evens, positions, signals, indicators, etc.
You will find the settings for risk management at the end of the script if you want to change something. But rebember, do not change values from indicators, the idea is to not over optimize the strategy.
If you want to change the initial capital for backtest the strategy, go to properties, and also enter the commisions of your exchange and slippage for more realistic results.
If you activate break even using rsi, when rsi crosses under overbought zone break even will be activated. This can work in some assets.
---Important: In risk managment you can find an option called "Use leverage ?", activate this if you want to backtest using leverage, which means that in case of not having enough money for risking the % determined by you of your account using your initial capital, you will use leverage for using the enough amount for risking that % of your acount in a buy position. Otherwise, the amount will be limited by your initial/current capital---
Some things to consider
USE UNDER YOUR OWN RISK. PAST RESULTS DO NOT REPRESENT THE FUTURE.
DEPENDING OF % ACCOUNT RISK PER TRADE, YOU COULD REQUIRE LEVERAGE FOR OPEN SOME POSITIONS, SO PLEASE, BE CAREFULL AND USE CORRECTLY THE RISK MANAGEMENT
Do not forget to change commissions and other parameters related with back testing results!
Some assets and timeframes where the strategy has also worked:
BTCUSD : 4H, 1D, W
SPX (US500) : 4H, 1D, W
GOLD : 1D, W
SILVER : 1D, W
ETHUSD : 4H, 1D
DXY : 1D
AAPL : 4H, 1D, W
AMZN : 4H, 1D, W
META : 4H, 1D, W
(and others stocks)
BANKNIFTY : 4H, 1D, W
DAX : 1D, W
RUT : 1D, W
HSI : 1D, W
NI225 : 1D, W
USDCOP : 1D, W
EMA ON MA SETSOORY FOR MY EINGLISH
ITS NOT MY NATIVE AND IM NOT GOING TO GOOGLE TRANSLATE THIS
this is a beuaitful indicator that plot EMA that gat is calc from another ma and length for your choise so you will get an = 'ema on ma '
it can plot you more beautiful results and more smoothing results
i added golden/death cross for all ma
enjoy !
היי חברים זה בעצם אינדיקטור של ממוצע נע על ממוצע נע לנוחיכותכם
הפלט הראשי הוא EMA
הוא לוקח את החישוב שלו ממוצע אחר והאורך שתגדירו
נותן תוצאה יותר חלקה של ממוצעים נעים
הוספתי חתיוכים בין ההמוצעים
תהנו.
5EMA(8,13,21,55,125) w/ EMA8-13 + EMA8-125 GC/DC Signal-by TerryThis Script are Combined 5 EMAs Indicator with Golden / Death Cross EMA 8 -13 and EMA 8 - 125 within Green or Red Column Line as Default Signal. This Indicator also combined with Ballinger Band and Super Trend Channel.
If you have like this Indicator, please add to your favorite Indicator, and If You Don't, Don't be like a man without woman :) ... God Bless You All
Triple Modified Hull Moving Average Cross By <Zakaria>Triple Modified Hull Moving Average Cross By
What is this?
this is a modified formula for Hull moving average, it is more accurate and predicts the golden and death cross earlier.
How to use?
Work better in high time frames (1D,1W)
the white line vs the red and the orange lines :
1 - when the white line crosses the red and the orange lines from the bottom the price will go down . Death cross!
2 - when the white line crosses the red and the orange lines from the top the price will go up . Golden Cross!
the red line vs the orange line :
1- when the orange line crosses the red line from the bottom the price will go down . Death cross!
2 - when the orange line crosses the red line from the top the price will go up . Golden Cross!
p.s: the lag between these two lines will be very small. use it in the 1W time frame to predict where exactly the bull market will end.
You can input your personalized values if you want!
SMA PredictionThis indicator predicts future moving average (SMA) values assuming the prices remains at configured level (-50% to +50%).
It can be used to predict golden/death crosses as well - when two of these indicators are on - one configured for length 50 and one for length 200.
Center Of Gravity OscillatorThe COG Oscillator (center of gravity) is an indicator based on statistics and the Fibonacci golden ratio. It uses ALMA as a trigger and LSMA as "zero line". The trigger is set tight by default but can be tweaked by adjusting the window size and sigma in settings. This is a great indicator for setting up trades and spotting reversals. There are 2 main strategies that come with this indicator:
Strategy 1: Long positions are entered when current low point is higher than previous low. Short positions are entered as current high is lower than previous high. (Shown in image above)
Strategy 2 : If market is bullish long trades are entered as COG line crosses over red LSMA line. Traders have the option of scalping the first crossover or even scaling out of trade to close on second exit. This works the opposite for shorts when market is bearish.
Above shows different configurations of the indicator. Top shows length of 50, Middle has length of 21 and bottom is default 9.
Easy Entry/Exit Trend Colors (With Alerts)This is an updated version of user Algokid's script called 'AK MACD BB INDICATOR V 1.00'. You can find that original script here:
I added many alerts along with the Bullish and Bearish alerts when the MACD crosses over the Upperband or crosses down on the Lowerband.
I personally use this indicator with Crypto charts (Bitcoin on a 15min, 1hour, and 4 hour timeframe) as one of many confirmations that it's a good time to enter a trade. This script was made to be easy to follow with the colors of GREEN triangles being a good uptrend or entry confirmation, and RED being a confirmation to sell/short or exit your trade.
It's important to use this indicator in combination with other indicators that can give you more confirmations to enter or exit a trade, and make sure you are on normal candles and not HA or any other candles as you can get wildly inaccurate results.
This script also has the Death & Golden crosses, which is the slow and fast moving averages crossing over each other. I don't use this as an additional confirmation, it's just nice to know where the cross happens.
Fiveral: Repulsion/Golden Radio HackAnother in a series of experimental indicators using logarithmic scale visualisation.
This one extends into some work on I've been doing on 'the cube', but Pine isn't liking multiple log lines even when the equations are included for each plotted variable, meaning, no variables used in the definition of a variable, as is done here. As a result, accuracy of this indicator can't be guaranteed between scales, or during use.
Have at it, and enjoy!
Ultimate Moving Averages (SMA & EMA)Welcome to the Ultimate Moving Average indicator.
Never again spend time looking for EMA / SMA indicators when you can have them all in this single indicator.
Options include :
Daily Chart: Classic Golden / Death Cross - 50/D and 200/D SMA
Daily Chart: 3-day Golden / Death Cross - 150/D and 600/D SMA
Daily Chart: 140/D SMA
Daily Chart: 700/D SMA
Daily Chart: 1458/D SMA
Daily Chart: Golden Ratio Multiplier
Any Chart: Scalping
9 SMA
10 SMA
20 SMA
21 SMA
30 SMA
34 SMA
50 SMA
80 SMA
100 SMA
200 SMA
8 EMA
10 EMA
13 EMA
20 EMA
21 EMA
26 EMA
30 EMA
34 EMA
50 EMA
55 EMA
80 EMA
89 EMA
100 EMA
200 EMA
Key EMAsSimple trade helper script that plots:
- 10 & 20 EMA crosses for fast moves
- 10 & 200 EMA crosses for trends
- 50 & 200 EMA golden and death crosses
Alerts built in.
Moving Averages CrossThis Indicator helps you spot crosses between moving averages.
Thought to combine short term and long term strategies.
A complementary element for your trading tool belt.
The First study (short term):
Helps you visualise the relation between two simple moving averages (9,21) by default.
The Second study (long term):
Helps you identify the relation between three simple moving averages (50,100, 200) by default.
Spot Golden Crosses and Death Crosses from far.
Kringold2[WOZDUX] gold equivalentThe indicator is a tool for global analysis. The default is the price of gold. The price of the instrument from the main window is divided by the price of gold. The result is the price of the instrument in units of gold. The screen uses the Dow Jones index as an example. In the indicator window, the price of the index in units of gold or the so-called gold Dow Jones. The use of the gold equivalent makes it possible to see more truthful trends. The Indicator has the ability to change gold to any other equivalent. It is enough to change the name of the exchange and the name of the instrument in the options tool and exchange. In addition, in the settings, the second box on top allows you to view the graph in a linear or logarithmic scale. The first box at the top switches the line chart or the CCI =WT indicator to this chart.
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Индикатор это инструмент для глобального анализа. По умолчанию используется цена золота. Цена инструмента из основного окна делится на цену золота. В результате получается цена инструмента в единицах золота. На экране для примера используется индекс Доу джонса. В окне индикатора цена индекса в единицах золота или так называемый золотой Доу Джонс. Использование золотого эквивалента дает возможность видеть более правдивые тенденции движения. В Индикаторе есть возможность поменять золото на любой другой эквивалент. Достаточно в опциях инструмент и биржа изменить название биржи и название инструмента. Кроме того, в настройках, второй бокс сверху дает возможность смотреть график в линейном или логарифмическом масштабе. Первый бокс сверу переключает линейный график или индикатор CCI =WT к данному графику.
Macd_Reader_Signal_Moriceau_Thesis_indicatorThe idea is to create a MACD "Reader" that can tell you when you should buy (yellow candle sticks) and when to Sell (black one) you have also strong signal of with B and S write on graphic automatically. This indicator is set and back tested with BTCUSD and Gold. I used also for french equities and it works really good.
Let me know if you want any change or have comments.
Hugo Moriceau
Fractal Regression Bands [DW]This study is an experimental regression curve built around fractal and ATR calculations.
First, Williams Fractals are calculated, and used as anchoring points.
Next, high anchor points are connected to negative sloping lines, and low anchor points to positive sloping lines. The slope is a specified percentage of the current ATR over the sampling period.
The median between the positive and negative sloping lines is then calculated, then the best fit line (linear regression) of the median is calculated to generate the basis line.
Lastly, a Golden Mean ATR is taken of price over the sampling period and multiplied by 1/2, 1, 2, and 3. The results are added and subtracted from the basis line to generate the bands.
Williams Fractals are included in the plots. The color scheme indicated whether each fractal is engulfing or non-engulfing.
Custom bar color scheme is included.
EMA/MA Bands + Golden Ratio Fibonacci Multiplier20/50/100/200 EMA/MA Colored Bands + Golden Ratio Fibonacci Multiplier
4H Golden Cross - The Sign of GloryCalculates the golden cross on the 4-hour timeframe
Displays the result on any timeframe
Draws a green vertical beam (a vertical line or background stripe) on the bar where the golden cross happened, so it’s clearly visible regardless of your chart timeframe
This is used to see the effectiveness of the 4h golden cross without having to change timeframes continually