ARI-DPO TrendThis is a new indicator that uses DPO (Detrended Price Oscillator) and calculating its HMA 200 and EMA 200 is able to show the current price direction.
if the line is below 0 the market is in a downtrend in the short term, otherwise, the market is in an uptrend.
if the line is red, the market is in a downtrend in the long term (bearish), otherwise, the market is in a long term uptrend (bullish)
a sequence of red/green lines means that the market is choppy
Currently, I'm using it with cryptocurrencies to assess if the short term price action.
How it works:
the indicator calculates the DPO (default 21 periods) and its HMA (default 200 periods) and EMA (default 200 periods) and shows if the DPO is above both HMA and SMA (indicator line above 0 and green), below both (indicator line below 0 and red) or between (the indicator line and the colour are not matching: e.g. red line above the zero or green line below zero). the latter is the classic situation of a choppy market or a possible short term reversal.
The aim of this indicator is to find a good entry point for long/short positions.
I'm still testing and improving it, please
let me know in the comments if you find this useful. Cheers!
Sma
SMA + Trend Strength + Trailing Stop LossThe 'SMA + Trend Strength + Trailing Stop Loss' indicator was designed for swing trading long positions over the course of days/weeks. The benefit of the indicator is to identify areas where the market of a given asset is showing signs of a strong uptrend, divergences, and fear. A 13-bar simple moving average is color coded to four colors based on 5 given conditions at a time, which are represented as a trend meter on the bottom right of the screen. A trailing stop loss indicator is included to secure your profits or limit your loss in case the market reverses on you unexpected. Please use this indicator responsibly with proper risk management, and never rely on the indicator by itself for buy and sell signals.
When the simple moving average color is green, it means that at least 4 of 5 conditions are confirming a move upwards, this is when you can take an entry into a trade based on your entry strategy. As the trend continues, the color will eventually change to yellow signaling a divergence. This is when you can use your exit strategy to find a good point to sell. It is wise not to take new positions when the color is trending yellow.
If the color changes from yellow to orange, that is a warning sign that the trend is about to change or has begun to change. Prices may have already fallen. However, sometimes the color will change from yellow back to green signaling a continuation of the trend. You can either keep holding or take a new position in this instance.
When the color is red, this signals fear in the market, you should stay out of the market at first. However, as the market consolidates and the color starts changing back to orange, this is an opportunity to take a long position at a reasonably low price.
Simple Moving Average (13-Bar) Color Explanation:
The colors change based on 5 market conditions represented in the trend meter.
Green: Strong Uptrend
Yellow: Divergence Present
Orange: Warning
Red: Fear
Trend Meter Explanation:
The trend meter draws 5 arrows indicating bullish or bearish presence.
LL = Lower Lows - Detects when the market is trending with lower lows.
HH = Higher Highs - Detects when the market is trending with higher highs.
MA = SMA Direction - A formula is used to determine the direction of the SMA.
DI = Directional Index - Identifies when upwards momentum is trending.
RSI = Relative Strength Index - Identifies when the RSI is in an uptrend state.
Note: For advanced users, this indicator has a hidden DMI(4, 4, 4) and RSI(14) indicator used to determine the last two conditions. The Directional Index is based on a DI Plus momentum moving average to determine a momentum trend and the RSI trending over 50 will constitute an uptrend signal as below 50 it will point down.
Trailing stop loss:
The trailing stop loss is determined based on the lowest price of the last 8 bars.
A gray step-line is drawn at the suggested stop activation price.
A red step-line is drawn at the suggested stop limit price.
When the price breaches the trailing stop, a red X will appear below the bar.
You can turn each of these features on or off based on your preference. Happy trading!
7EMA_5MA with Next Openbased on storwize's EMA/SMA script. Added a forecasting for the where the EMAs/SMAs will be in the next bar assuming a close where it currently is.
Crypto EMA+MA+MACS by hobbeLeThis is an indicator that includes several EMAs and MAs (Used in Cryptotrading).
In addition, the Golden and Death Cross are also displayed.
Used MAs
MA 7 - Orange Line
MA 21 - Yellow Line
MA 25 - Grey Line
MA 99 - Blue Line
MA 200 - Green Line
Used EMAs
EMA 200 - Grey Dotted Line
EMA 222 - Pink Dotted Line
Golden Cross
Crossover MA25 + MA200
Death Cross
Crossunder MA25 + MA200
What is a Moving Average (MA) ?
A moving average (MA) is a widely used indicator in technical analysis that helps smooth out price action by filtering out the “noise” from random short-term price fluctuations.
Moving average is a trend-following, or lagging, indicator because it is based on past prices. The most common applications of moving averages are:
to identify the trend direction
to determine support and resistance levels
The two basic and commonly used moving averages are the simple moving average ( SMA ), which is the arithmetic average of a security over a defined number of time periods, and the exponential moving average ( EMA ), which gives greater weight to more recent prices.
What is a Golden Cross?
The golden cross is a candlestick pattern that is a bullish signal in which a relatively short-term moving average crosses above a long-term moving average. The golden cross is a bullish breakout pattern formed from a crossover involving a security's short-term moving average (such as the 15-day moving average) breaking above its long-term moving average (such as the 50-day moving average) or resistance level. As long-term indicators carry more weight, the golden cross indicates a bull market on the horizon and is reinforced by high trading volumes.
What Is a Death Cross?
The death cross is a technical chart pattern indicating the potential for a major selloff. The death cross appears on a chart when a stock’s short-term moving average crosses below its long-term moving average.
Source; Investopedia
SIMPLE MOVING AVG 10,20,50,100,200 with RESOLUTIONThis indicator is the best than all other sma indicators.Because in just one click you can change all the resolution /time frames for all the sma .
Multitime frame analysis can be done in just one click. just change the resolution to
15 min/30 min/1hr- if you intraday trader
1D- LONG TERM INVESTORS.
Multi-timeframe analysis (MTF) is a process in which traders can view the same ticker/indicator using a higher time frame than the chart’s, for example, displaying a daily moving average on a one-hour chart in just two clicks.
How to Use this to Buy Stocks ?
The technical indicator known as the Death cross occurs when the 50-day SMA crosses below the 200-day SMA => Bearish Signal.
An opposite indicator, known as the Golden cross, occurs when the 50-day SMA crosses above the 200-day SMA => Bullish Signal.
Crossovers are one of the main moving average strategies.
1st Strategy is the first type is a price crossover, which is when the price crosses above the sma => Buy signal
when the price crosses below the sma => Sell signal
2nd Strategy is to apply two moving averages to a chart: one longer and one shorter.
When the shorter-term MA (100) crosses above the longer-term MA (200), it's a buy signal, indicates trend is shifting up.
This is known as a "Golden cross."
Meanwhile, when the shorter-term MA (100) crosses below the longer-term MA (200), it's a sell signal, indicates trend is shifting down.
This is known as a "Dead/death cross."
The time frame or length you choose for a moving average, also called the "look back period," can play a big role in how effective it is.
An MA with a short time frame will react much quicker to price changes than an MA with a long look back period. In the figure below, the 20-day moving average more closely tracks the actual price than the 100-day moving average does.
A 20-day MA = more beneficial to a shorter-term trader, since it follows the price more closely.
A 100-day MA = more beneficial to a longer-term trader.
Moving averages work quite well in strong trending conditions but poorly in choppy or ranging conditions.
use this indicator along with Price action theory and not alone.
Moving average crossovers are a popular strategy for both entries and exits. MAs can also highlight areas of potential support or resistance
Happy Trading
Array SMACalcuating SMA on an Array
In this script i show you how to calculate SMA on an array.
Several values are plotted just for illustration.
Steps to follow:
- make sure you have an array with values (source array)
- create a blank array (pref. with the same size)
- call the function array_sma
This function fills the empty array with the SMA values of the source array.
A Useful MA Weighting Function For Controlling Lag & SmoothnessSo far the most widely used moving average with an adjustable weighting function is the Arnaud Legoux moving average (ALMA), who uses a Gaussian function as weighting function. Adjustable weighting functions are useful since they allow us to control characteristics of the moving average such as lag and smoothness.
The following moving average has a simple adjustable weighting function that allows the user to have control over the lag and smoothness of the moving average, we will see that it can also be used to get both an SMA and WMA.
A high-resolution gradient is also used to color the moving average, makes it fun to watch, the plot transition between 200 colors, would be tedious to make but everything was made possible using a custom R script, I only needed to copy and paste the R console output in the Pine editor.
Settings
length : Period of the moving average
-Lag : Setting decreasing the lag of the moving average
+Lag : Setting increasing the lag of the moving average
Estimating Existing Moving Averages
The weighting function of this moving average is derived from the calculation of the beta distribution, advantages of such distribution is that unlike a lot of PDF, the beta distribution is defined within a specific range of values (0,1). Parameters alpha and beta controls the shape of the distribution, with alpha introducing negative skewness and beta introducing positive skewness, while higher values of alpha and beta increase kurtosis.
Here -Lag is directly associated to beta while +Lag is associated with alpha . When alpha = beta = 1 the distribution is uniform, and as such can be used to compute a simple moving average.
Moving average with -Lag = +Lag = 1 , its impulse response is shown below.
It is also possible to get a WMA by increasing -Lag , thus having -Lag = 2 and +Lag = 1 .
Using values of -Lag and +Lag equal to each other allows us to get a symmetrical impulse response, increasing these two values controls the heaviness of the tails of the impulse response.
Here -Lag = +Lag = 3 , note that when the impulse response of a moving average is symmetrical its lag is equal to (length-1)/2 .
As for the gradient, the color is determined by the value of an RSI using the moving average as input.
I don't promise anything but I will try to respond to your comments
Bollinger Band+ Multi EMA, SMAHello Everyone.
I make Bollinger band , 3 ema and 3 sma combined.
I think this indicator can use all timeframe.
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Indicator will show you
1. Trend follow
2. Pullback catch
2. Market bounce.
1. Trend Follow
- Trend Follow for I used 3 terms. They are short, Mid and Long Trend.
2. Pullback Catch
- EMA for Save, take care, alert Zones.
- Mid Term Trend can be catch also.
3. Market Bounce
- Bollinger Band will show you market re-bounce point.
Final Notes
Indicator will show Trend, Pullback, Market bounce and some support and resistant level.
WMA DynamicDemonstration of a new feature that allows to change lookback period dynamically, used with WMAs. Rather than WMA any one can be used here (SMA, Alma,...) as long as its second argument supports dynamic change. If not, you have to use your own implementation of MA.
HM systemBlank line is RSI (9 days) line
Green line is EMA (3 days) line
Red line is WMA (21 days) line
when RSI EMA line above 50 & WMA is below both ,it is buy signal
when RSI EMA line below 50 & WMA is above both ,it is sell signal
MA Cross - Multi-Timeframe The MA cross is probably one of my favourite strategies because of its simplicity but it often gets overlooked for more complex strategies.
The original author of this script is ChartArt, I have just added some extra controls and functions which are outlined below. I would just like to add that this is my first published script, everything I have learned about coding has been from studying and tinkering with many of the publicly available scripts on TV so I would like thank all the authors who give out this knowledge so freely!
Updates
- Converted to v4
- Made some graphical changes and provided more control over plots
- Added RMA and VWMA
- Added alerts
Original script can be found here
Every single moving average (ALMA, EMA, HMA, KAMA, RMA, SMA...)So you may be looking at the graph and thinking "this is a mess", and I agree.
The purpose of this script is to plot in the same graph every single type of moving average that I could think of, so you can find the ones that are better for your timeframe and for your asset. Once you add it, disable those types that doesn't seem to serve your purpose, until you can select one you like.
The average types are: ALMA, EMA, HMA, KAMA, RMA, SMA, SWMA, VIDYA, VWAP, VWMA, and WMA. Each one is ploted two times (except SWMA and VWAP), one with a short period, and another with a long, both of which you can configure.
7 EMA 3 SMA with nameplatesScript provides 7 EMA (5 20 50 100 200 500 1000), 3 SMA (200 500 1000) with built-in nameplates for easier navigation. Different colors and widths from the start just to make your initial tuning a bit easier.
Based on Bubsan and Silkheat multicombo, heavily modified, but still huge kudos to guys for the base code.
Modifications: lengths adjusted, on-chart nameplates added, 2 EMA's added, SMA's reduced, static SMA's deleted.
TEMA, DEMA and SMA with crosses with alert functionality
Just a crude but functioning ma indicator with bullish and bearish crosses and alert functionality.
SMA Strategy - Indicator Version for AlertIn this indicator, I made use of two different sma intersections for buying and selling points. You can use the intersection of 2 sma values for buying and 2 separate sma intersection for selling.
There are 3 different alarms for those who want to set an alarm.
- Cross Alarm: The alarm that will work on buy-sell signals for those who have the right to set a single alarm.
- Buy Alarm: The alarm that will operate at the receiving point according to the values you specified.
- Sell Alarm: The alarm that will operate at the sales point according to the values you specify.
Multi EMA+SMAMulti EMA+SMA with default value of 20/50/200 ... User can change value and color as required... As ema and sma both has same value thats why only three lines are visible, changing value will reflect other Moving averages. Hope it will help my trader friends.
Love
Indyan...
CryptoSignalScanner - Advanced Moving Averages - Cross & RainbowDESCRIPTION:
With this script you can plot 6 moving averages.
You can decide which Moving Average you want to show or hide.
For every plot you can decide to display the Simple Moving Average ( SMA ) or Exponential Moving Average ( EMA ).
It provides CrossOver and CrossUnder labels when loading the script. Those labels you can show or hide.
You have the possibility to show or hide the rainbow colors. This rainbow function gives you a clear view of the current trend.
HOW TO USE:
• When one Moving Average crosses above another Moving Average it signals an uptrend.
• When one Moving Average crosses below another Moving Average it signals a downtrend.
• The higher to length of the Moving Average the stronger the trend.
FEATURES:
• You can show/hide the preferred Moving Averages.
• You can set the length, type and source for every Moving Average.
• You can show/hide the rainbow colors.
• You can show/hide the CrossUp labels.
• You can show/hide the CrossDown labels.
• You can set alerts for every Moving Average.
• Etc...
DEFAULT SETTINGS:
• MA1 => EMA5
• MA2 => EMA10
• MA3 => EMA20
• MA4 => SMA50
• MA5 => SMA100
• MA6 => SMA200
Simple Moving Average vs. Exponential Moving Average:
SMA and EMA are calculated differently. The exponential moving average ( EMA ) focuses more on recent prices than on a long series of data points, as the simple moving average required.
The calculation makes the EMA quicker to react to price changes and the SMA react slower. That is the main difference between the two.
One is not necessarily better than another. It comes down to personal preference. Plot an EMA and SMA of the same length on a chart and see which one helps you make better trading decisions.
Moving Average Trading Strategies:
The first strategy is a price crossover, when the price crosses above or below a moving average, it signals a potential change in trend.
The second strategy applies when one moving averages crosses another moving average.
• When the short-term MA crosses above the long-term MA, it signals a buy signal.
• When the short-term MA crosses below the long-term MA, it signals a sell signal.
REMARKS:
• This advice is NOT financial advice.
• We do not provide personal investment advice and we are not a qualified licensed investment advisor.
• All information found here, including any ideas, opinions, views, predictions, forecasts, commentaries, suggestions, or stock picks, expressed or implied herein, are for informational, entertainment or educational purposes only and should not be construed as personal investment advice.
• We will not and cannot be held liable for any actions you take as a result of anything you read here.
• We only provide this information to help you make a better decision.
• While the information provided is believed to be accurate, it may include errors or inaccuracies.
If you like this script please donate some coins to share your appreciation.
Good Luck,
SEOCO
EMA_VTX
Abbreviations:
EMA - Exponential Moving Average
SMA - Simple Moving Average
WMA - Weighted Moving Average
VWMA - Volume-Weighted Moving Average
TP - TimePeriod (1m,2m,5m,1h....)
TP Steps - 1m,3m,12m,1h,5h,D (This steps i use)
Use-case:
Moving Average Exponential is a good indicator of Support and Resistance Level. Giving us average price level in particular moment.
This script calculates and plots Moving Average with minute precision, even if you want to see 21 EMA level from 1H chart.
So you can accommodate all important information on one chart with best precision.
Made for Intraday Perioads.
Best used for DayTrading, when you need to make quick and efficient decisions.
EMA_VTX = Preferred resolution * Length / Present resolution.
In addition to plotting EMA , you can quickly switch between SMA, WMA, VWMA .
Settings:
Resolution - Most used TP included, plus some exclusive paid plans (1m, 2m, 3m, 5m, 12m, 15m, 1h, 4h, 5h, Daily). Default set to 1h
Use - Bonus function for EMA indicator. You can quickly switch type from EMA to SMA, WMA,VWMA
Length - standard function. Default set to 144
Offset - standard function. Default set to 0
Source - standard function. Default set to hlc3
Why to use it ?
Yes, i know that variable TP is standard now in TradingView. But there are some limitations, especially for DayTraders.
Problem:
Imagine you are trading/scalping on 1m.. 5m.. 15.. charts and you want to see where are your Higher TP MAs.
-- You can change to 1h and check it, but you will loose the picture from smaller TP.
-- You can use Standard EMA TP function, but your MAs data will update every 15m, 1h (depends on TP)
Solution:
This script help to solve this problem, by breaking information down to 1m and building from there.
So whatever Intraday TP you choose to trade, your MAs will be updated with minute precision.
Limitations:
Sadly nothing without limitations.
1. You can experience "Reference too many candles in history" around 5K - This means that too many candles are used to plot MAs.
-- Quick fix: Reduce "Length" or Step down TP (best experience when projecting MAs 1-2 TP Steps up)
2. For Best performance use only Higher TP dividable By Yours (ex. You use 3m chart, then you can plot 12m, 15m, 1h / You use 5m chart, then you can plot 15m, 1h. 12m will already have 3m of information lost using 5m Chart )
Moving Average DoublesThis script plots multiple moving averages each source based on its previous MA, all having the same length.
Input options:
Simple Moving Average ( SMA ) or Exponential Moving Average ( EMA )
One adjustable look back period
Choose how many MA's to display, max. 50
One adjustable line width
It probably works best for long term views to find trends or zones of confluence, and it looks awesome :)
Don't be afraid to share your thoughts or settings in the comments. Enjoy!
MESA Adaptive Moving Average - Improved MTFThis indicator is a huge upgrade to my original MTF MESA
Plots are now extremely smooth and accurate on all timeframes **
Missing data points are automatically filled with the "best fit"
This is a Trend indicator and should be used to trade "top-down" aka:
Start with the Daily chart to confirm a trend
Move to 4H
2H
Etc...
Use your favorite entry method or simply watch for wicks forming when the price gets near the MESA adaptive moving average.
This is one of the few indicators that I've been using for years with success. Being able to plot both the current & higher timeframe MESA
can sometimes feel like cheating.
Due to the nature of the recursive calculation, you may notice slight differences between this version of MESA and others that either
approximate higher timeframes with fewer samples or make use of the latest "Resolution" argument in Pinescript V4. Both of which are
fine, until you start looking at M5 charts while plotting the Daily MESA.
As always, happy trading!
** Currently supports
M 1,3,5,15,30,45
H 1,2,3,4
Day 1
Week 1
Month 1
Percentage Price Over SMAReturn the percentage of closing prices greater than SMA's with periods within a user-selected range. An exponential moving average applied to these results is also displayed (in orange).
Settings
Min : Minimum period of the SMA in the range
Max : Maximum period of the SMA in the range
Smooth : Period of the EMA
Src : Input series of the indicator
Usage
The indicator is a normalized oscillator. A value of 100 indicates that 100% of the current closing price is over SMA's with periods ranging from min to max , this indicates a bullish market, while a value of 0 would indicate a bearish market.
In this image the indicator use min = 50 and max = 200, here AMD has been strongly bullish at the start, and ended being strongly bearish at the end, during this bullish period the indicator is over its overbought level, while it is under its oversold level during the bearish period.
In case the market is ranging we can expect the indicator to be around 50%, using the smoothed result might be more useful to detect ranging markets with this indicator.
If the smoothed result is within the overbought/oversold levels, then we can say that the market is either ranging or transitioning from a bullish/bearish market to an opposite one.
Scalpy MFI*Modified version of my Scalpy indicator replacing RSI with MFI*
It is made up of a 2 main parts.
- The cloud comprising of a 10 period SMA and a 30 period SMA .
- When the cloud is green you should be looking for long entries.
- When the cloud is red you should be looking for short entries.
- Price is most bullish above a green cloud and most bearish below a red cloud.
- Being within the cloud indicates indecision.
The red line represents the MFI
Minimum Variance SMAReturn the value of a simple moving average with a period within the range min to max such that the variance of the same period is the smallest available.
Since the smallest variance is often the one with the smallest period, a penalty setting is introduced, and allows the indicator to return moving averages values with higher periods more often, with higher penalty values returning moving averages values with higher periods.
Because variances with smaller periods are more reactive than ones with higher periods, it is common for the indicator to return the value of an SMA of a higher period during more volatile market, this can be seen on the image below:
here variances from period 10 to 15 are plotted, a blueish color represents a higher period, note how they are the smallest ones when fluctuations are more volatile.
Indicator with min = 50, max = 200 and penalty = 0.5
In blue the indicator with penalty = 0, in red with penalty = 1, with both min = 50 and max = 200.
On The Script
The script minimize Var(i)/p with i ∈ (min,max) and p = i^penalty , this is done by computing the variance for each period i and keeping the smallest one currently in the loop, if we get a variance value smaller than the previously one found we calculate the value of an SMA with period i , as such the script deal with brute force optimization.
For our use case it is not possible to use the built-in sma and variance functions within a loop, as such we use cumulative forms for both functions.
Index SMA vs. CloseVery simple script that index the close price with the SMA 20,50 and 200. It is very useful to plot and see if stocks are extended vs. de SMAs.
