The Lazy Trader - Index (ETF) Trend Following Robot50/150 moving average, index (ETF) trend following robot. Coded for people who cannot psychologically handle dollar-cost-averaging through bear markets and extreme drawdowns (although DCA can produce better results eventually), this robot helps you to avoid bear markets. Be a fair-weathered friend of Mr Market, and only take up his offer when the sun is shining! Designed for the lazy trader who really doesn't care...
Recommended Chart Settings:
Asset Class: ETF
Time Frame: Daily
Necessary ETF Macro Conditions:
a) Country must have healthy demographics, good ratio of young > old
b) Country population must be increasing
c) Country must be experiencing price-inflation
Default Robot Settings:
Slow Moving Average: 50 (integer) //adjust to suit your underlying index
Fast Moving Average: 150 (integer) //adjust to suit your underlying index
Bullish Slope Angle: 5 (degrees) //up angle of moving averages
Bearish Slope Angle: -5 (degrees) //down angle of moving averages
Average True Range: 14 (integer) //input for slope-angle formula
Risk: 100 (%) //100% risk means using all equity per trade
ETF Test Results (Default Settings):
SPY (1993 to 2020, 27 years), 332% profit, 20 trades, 6.4 profit factor, 7% drawdown
EWG (1996 to 2020, 24 years), 310% profit, 18 trades, 3.7 profit factor, 10% drawdown
EWH (1996 to 2020, 24 years), 4% loss, 26 trades, 0.9 profit factor, 36% drawdown
QQQ (1999 to 2020, 21 years), 232% profit, 17 trades, 3.6 profit factor, 2% drawdown
EEM (2003 to 2020, 17 years), 73% profit, 17 trades, 1.1 profit factor, 3% drawdown
GXC (2007 to 2020, 13 years), 18% profit, 14 trades, 1.3 profit factor, 26% drawdown
BKF (2009 to 2020, 11 years), 11% profit, 13 trades, 1.2 profit factor, 33% drawdown
A longer time in the markets is better, with the exception of EWH. 6 out of 7 tested ETFs were profitable, feel free to test on your favourite ETF (default settings) and comment below.
Risk Warning:
Not tested on commodities nor other financial products like currencies (code will not work), feel free to leave comments below.
Moving Average Slope Angle Formula:
Reproduced and modified from source:
単純移動平均 (SMA)
SSL Backtester With ATR SL TP and Money ManagementSimilar to other SSL Channel scripts, but this one allows you to set an ATR-derived stop loss and adds the option to risk a % of the equity or used a fixed lot.
Enters upon a long or short SSL crossover.
FIXED LOTS
For 0.01 "lots" use 1000
For 1 standard lot, use 100,000
FOR MONEY MANAGEMENT
For 1% risk, enter 0.01
For 10% risk, enter 0.1
etc
You should be able to adapt this to any other indicator by just changing the entry conditions and adding your own indicator values.
It is not meant to be a profitable script, just a template to begin adding money management ideas to existing scripts which currently just enter and exit on an event.
Golden Ratio MultiplierThe moving averages 350 and 111 by themselves do a great job of identifying market tops/bottoms. The fraction 350/111 is very close to Pi as well (3.15) so that's is suspicious in its own right.
Nonetheless, fibonacci retracements/multiplies of the 350 SMA does a remarkable job of finding reversal points. I commented out a couple of multiplies for simplicity's sake (the lines became rather crowded). However, the script is open source so you all can copy it into Pine Editor and delete the "//" and add it back to the script.
Cheers.
AK Simple Moving Average 50 days Simple Moving average suitable for Intraday on 1Hr,30Min.15Min Time frames
1. When candle crossing above SMA Line - Go for Long Entries
2. When candle crossing below SMA Line - Go for short Entries
Deep_Fractal_Signals_and_Rubber_Band_TradesThis indicator is based on Williams Fractals and the TopDog Trading "Rubber Band Trade"
The Deep Fractal Signals are triangles that indicate the price is forming a pattern of decreasing lows in a down trend (orange) or, increasing highs in an up trend (green).
The triangles are placed above or below the last bar of the pattern, unlike Fractals which are drawn 2 candles prior to the current candle, and are re-painted on the chart.
When the triangle is indicated above the moving average in a down trend (blue), or below the moving average in an up trend (yellow), this is a Rubber Band Trade.
When the slope of the moving average is less than the Gain set by the user, or are counter-trend, the triangles are plotted in silver.
When used in conjunction with the Power Analyzer indicator, a signal to the long side should be taken when the Power Analyzer momentum indicator is at a cycle low. Similarly, a signal to the short side should be taken when the indicator is at a cycle high.
The first, second or third signal in a new trend have the highest probability of a follow through.
The indicator sometimes gives a false signal at the very end of the trend, just before the market reverses. This is an attempt by the Market Makers to persuade traders that the trend will continue.
Please leave a comment and "Like" this indicator if you find it useful.
FX Engineering
MTF SMA on specific timeframe(5M-4H)Japanese below. 日本語の説明は下記
This is multi time frame simple moving average that is shown only on the specific timeframe; 5M, 15M, 30M, 1H, 4H.
Problem of conventional MTF moving average is that MTF MA is sometimes annoying especially when you look at upper timeframe such as daily chart and/or weekly chart.
e.g. You set 20 MA of 4 hour chart into 1 hour chart, however, when you look at daily chart, daily chart also shows 20MA of 4 hour chart which is unnecessary.
This is why I have developed this MTF SMA indicator shown only on the timeframe from 5M to 4 hour.
With this indicator, even if you set MA of upper timeframe(such as 4 hour) into Lower timeframe, that MA will not be shown on above daily chart.
You can customize adding or removing below code;
timeframe.period == “X”? security(syminfo.tickerid, res, sma(src, ma_len))
X is the timeframe that you would add/remove from the indicator.
——————————————————————————————
特定の時間軸にのみ表示されるマルチタイムフレーム移動平均線のインジケーターです。
従来のマルチタイムフレーム移動平均線の問題点は、上位足に切り替えた時にもマルチタイムフレーム移動平均線の設定が表示され、チャートが見にくくなる点でした。
例: 4時間足の20MAをマルチタイムフレーム移動平均線としてセットしたとします。この場合、1時間足などの下位足で4時間足の20MAが表示されることになりますが、同時に日足や週足といった上位足チャートを見る時にも、この4時間足の20MAが表示されてしまいます。
このインジケーターでは、従来のマルチタイムフレーム移動平均線と同様に、設定元となる上位足の時間軸(4時間、日足など)を選択し、期間とソースを設定することができる一方で、表示されるのは5分足、15分足、30分足,1時間足、4時間足のみとなります。
スクリプトのMAの取得部分に以下コードを追加することで、必要な時間軸を追加・削除することが可能です。
timeframe.period == “X”? security(syminfo.tickerid, res, sma(src, ma_len))
Xは表示したい時間軸です。4時間足チャートからこのインジケーターを削除したい場合は
timeframe.period == “240”? security(syminfo.tickerid, res, sma(src, ma_len))
を削除してください。
2-Year MA MultiplierThis script improves on the basic moving average multiplier script by adding inputs for the multiplier and moving average type.
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
Hannibal's Quadruple SMA IndicatorFour SMAs, one indicator. Great for the moving average enthusiast. Planning on adding alerts, trade signals, etc.
SMA 9/50/180 | EMA 20 | BUY/SELLAllows for 3 SMAs and One EMA, Combined with Buy/Sell Indicator
Defaults to following settings:
9 SMA - Red
50 SMA - Blue
180 SMA - White
20 EMA - Yellow
Input Values and Colors can be modified
Recommend changes to the Style default
-uncheck SMA2
-uncheck Buy/Sell Chart Line
All EMA & MA in onDas Script zeigt EMA sowie MA 21, 50 ,100, 200
Es sind alle Farben einstellbar sowie die bereiche zwischen EMA und MA als Zone einfärbbar.
COVID19 New Cases & Threshold per 100k inhabitantsGoal is to be able to keep track of new COVID cases and see when the relative threshold is passed.
The default threshold is set to 10 new cases per 100.000 inhabitants per 14-days, please change the available inputs to change this metric
Out of curiosity I've added the population density. Because people generally live and socially interact on land I've used the land-area for population density calculation.
When comparing metrics between countries there are many more factors to be considered.
Create your own symbol list for the CONFIRMED tickers:
Create a new list
Paste the following text where you would add a symbol:
COVID19:CONFIRMED_AT,COVID19:CONFIRMED_BE,COVID19:CONFIRMED_DK,COVID19:CONFIRMED_FI,COVID19:CONFIRMED_FR,COVID19:CONFIRMED_DE,COVID19:CONFIRMED_IS,COVID19:CONFIRMED_IE,COVID19:CONFIRMED_IT,COVID19:CONFIRMED_LV,COVID19:CONFIRMED_LI,COVID19:CONFIRMED_LT,COVID19:CONFIRMED_LU,COVID19:CONFIRMED_MT,COVID19:CONFIRMED_MD,COVID19:CONFIRMED_MC,COVID19:CONFIRMED_NO,COVID19:CONFIRMED_PL,COVID19:CONFIRMED_PT,COVID19:CONFIRMED_RO,COVID19:CONFIRMED_RU,COVID19:CONFIRMED_SK,COVID19:CONFIRMED_SI,COVID19:CONFIRMED_ES,COVID19:CONFIRMED_SE,COVID19:CONFIRMED_CH,COVID19:CONFIRMED_TR,COVID19:CONFIRMED_UA,COVID19:CONFIRMED_AE,COVID19:CONFIRMED_AR,COVID19:CONFIRMED_AU,COVID19:CONFIRMED_BR,COVID19:CONFIRMED_CA,COVID19:CONFIRMED_CL,COVID19:CONFIRMED_CN,COVID19:CONFIRMED_CO,COVID19:CONFIRMED_HR,COVID19:CONFIRMED_ID,COVID19:CONFIRMED_IL,COVID19:CONFIRMED_IN,COVID19:CONFIRMED_IR,COVID19:CONFIRMED_JP,COVID19:CONFIRMED_KR,COVID19:CONFIRMED_KW,COVID19:CONFIRMED_MX,COVID19:CONFIRMED_MY,COVID19:CONFIRMED_NZ,COVID19:CONFIRMED_PE,COVID19:CONFIRMED_PH,COVID19:CONFIRMED_SG,COVID19:CONFIRMED_TH,COVID19:CONFIRMED_US,COVID19:CONFIRMED_US_AZ,COVID19:CONFIRMED_US_CA,COVID19:CONFIRMED_US_FL,COVID19:CONFIRMED_US_IL,COVID19:CONFIRMED_US_MA,COVID19:CONFIRMED_US_NC,COVID19:CONFIRMED_US_NJ,COVID19:CONFIRMED_US_NY,COVID19:CONFIRMED_US_TX,COVID19:CONFIRMED_UZ,COVID19:CONFIRMED_VE,COVID19:CONFIRMED_ZA
Mayer MultiplesScript that plots the 200 Moving average, and several Mayer Multiple levels in the chart. This may help guestimate TP levels
Extension from 20 Period Simple Moving AverageSimple indicator to help show when stocks are over extended intraday. It's based on the distance between a stock and it's moving average. The thesis being that, the farther away a stock is from it's 20 period simple moving average, the move extended it is. I've found that when a stock is more than 2-3% extended from it's 5min 20 period moving average, it's typically getting over extended, and can be a great time to start considering a short.
I primarily use this indicator when shorting intraday parabolic moves, while the stock is still on the frontside of the move. Note that this works best when the indicator is showing overextended AND there's a volume spike/mountain matching the overextension. In the attached example, you can see that I overlay this indicator on top of the volume panel because it helps me better visualize when the stock is getting over extended on heavy/elevated volume.
Hope this helps; any feedback is appreciated!
P.S. This works best on a 5min chart, but I'm sure it could be helpful on other timeframes, but may need to tweak the default outer bounds percentage.
Performance ComparatorThis indicator allows to compare the performance (% change) of a given symbol with the larger market ( AMEX:SPY ) and/or with a custom symbol, which defaults to AMEX:XLK (an ETF tracking technology companies from the S&P 500).
The performance for the current symbol is displayed as a blue histogram, while performance for the AMEX:SPY and the custom symbol are respectively displayed as orange and white lines, making it easy to spot when the symbol outperformed the market.
Features:
Configurable time resolution (default: same as chart)
Comparison using change percentage or its EMA/WMA/SMA (default: EMA)
Configurable moving average length
Optionally hide AMEX:SPY or the custom symbol from the chart
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
Median Absolute Deviation Filtered SMA & BBMedian Absolute Deviation (MAD) is a robust measurement of variability and more resilient against outliers and small samples.
This experiment uses MAD as a means of filtering outliers from an SMA calculation. First we construct the equivalent of a Bollinger Band, but based on the median as the basis and a multiple( k ) of MAD as the outlier cutoff.
k can be set a number of ways. As a simple multiple (3 - very conservative / 2.5 - moderately conservative / 2 - poorly conservative). Alternatively MAD can be used as an estimator of standard deviation by using a multiple of 1.4826 (SD1 - 1.4826 / SD2 - 2.9652 / SD3 - 4.4478).
Once we have a cutoff range an SMA is calculated with the outliers filtered out. Additionally a Bollinger band can be output using the filtered SMA as the basis and a multiple of the MAD instead of SD for the bands.
Fancy strategy alerts example [QuantNomad]Alerts on strategies were introduced just recently in TradingView.
These alerts have an alert_message placeholder which allows you to compose in PineScript very complex alerts and insert quite a lot of information in them.
This is just very simple example of how they can look like.
P-MACD by DGTPrice and Moving Averages Convergence/Divergence, shortly named as P-MACD
P-MACD is a trend-following momentum indicator that shows the relationship between Price and Long-term Moving Average (PMACD), and the relationship between two Moving Averages (MAMACD). P-MACD is composed of two lines, and an histogram, showing price distance (convergence/divergence) to its Long-term MA (PMACD), showing short-term MA distance (convergence/divergence) to long-term MA (MAMACD), and a histogram showing the difference (momentum) between the PMACD and MAMACD
The PMACD is calculated by dividing the Price to Long-term Moving Average (200-period SMA/EMA) and finally smoothed with 9-period SMA/EMA
- PMACD Line Formula : (Price / SlowMovingAverage -1) * 100 and smoothed with 9-period SMA/EMA
The MAMACD is calculated by dividing the Short-term Moving Average (such as 20 SMA/EMA) to the Long-term Moving Average (such as 200-period SMA/EMA)
- MAMACD Line Formula : (FastMovingAverage / SlowMovingAverage -1) * 100
The Histogram is calculated by subscripting PMACD and MAMACD
- Formula : PMACD - MAMACD
Optional
Trend Cloud calculated based on fast and slow version of MAMACD
What to look for:
- Line Crosses : PMACD Line can function as a trigger(signal) for buy and sell signals. Buy when the PMACD crosses above the MAMACD line and sell - or short - when the PMACD crosses below the MAMACD line
- Base Crosses : PMACD and/or MAMACD crosses above or below Baseline is another way to indicate the trend and momentum. MAMACD crosses of Baseline, MAMACD positive or negative, reflects short-term moving average crosses the long-term moving average and similarly, PMACD crosses of BaseLine, PMACD positive or negative, reflects price crosses a long-term moving average
- Momentum : P-MACD helps investors understand whether the bullish or bearish movement in the price is strengthening or weakening displayed with a histogram which graphs the distance between the PMACD and MAMACD. Additionally, upward momentum is confirmed with a bullish crossover, which occurs when PMACD and/or MAMACD crosses above Baseline. Conversely, downward momentum is confirmed with a bearish crossover, which occurs when PMACD and/or MAMACD crosses below Baseline
- Distance : Prices high above the moving average (MA) or low below it are likely to be remedied in the future by a reverse price movement. The more distant the PMACD is above or below its baseline indicates that the distance between the Price and its SMA is growing (regarding PMACD, You may find a detailed article explained in “Price Distance to its MA” indicator by DGT) . Similarly the more distant the MAMACD is above or below its baseline indicates that the distance between the two SMAs is growing
- Trend : A rising P-MACD indicates an uptrend, while a declining P-MACD indicates a downtrend
MACD vs. P-MACD
MACD measures the relationship between two MAs, while the P-MACD measures both the relationship between price and its MA, and the relationship between two MAs. MAMACD Line of P-MACD If set to same moving average type and same lengths as in MACD will produce the same line as MACD line, only values are represented as percentage with MAMACD. Both measure momentum in a market, but, because they measure different factors, they differentiate from each other even if they have similarities in presentation. P-MACD provides additional insights, not only to MA relation but also to Price and MA relation
Warning : Moving Average are calculated based on past prices, so they are lagging. The longer the time period for the moving average, the greater the lag as well as less sensitive to price changes. This study implements usage of 200-period long-term moving average, which implies that the P-MACD will provide insight especially for long-term trades, more suited for long-term trades, usage of P-MACD for short-term trades is recommend with lower timeframes (1H or lower).
Indicators aim to generate a potential signal/indication of an upcoming opportunity, but, the Indicators themselves do not guarantee the future movement of a given financial instrument, and are most useful when used in combination with other techniques.
Trading success is all about following your trading strategy and the indicators should fit within your trading strategy, and not to be traded upon solely
Disclaimer : The script is for informational and educational purposes only. Use of the script does not constitutes professional and/or financial advice. You alone the sole responsibility of evaluating the script output and risks associated with the use of the script. In exchange for using the script, you agree not to hold dgtrd tradingview user liable for any possible claim for damages arising from any decision you make based on use of the script
多重平均线（Multi Moving Average）This is a Multi Moving Average indicator which redesign and translate for Chinese.
这是一个多重平均线（Multi Moving Average）指标。
本脚本的目的在于帮助使用中文的人了解该指标，特别是其用法。同时将该指标代码添加完整的中文注释，方便使用中文的人学习Pine语言。
平均线是最常用的技术分析方法之一。
本指标的特色
相对于官方提供的平均线，本版本平均线指标有两点特色：
1 可以在图表上一次显示多条（最多6条）移动平均线；
2 支持包括SMA、EMA、WMA、HMA、VWMA、RMA等多种平均线，可以根据自己的需求选择相应的平均线。
*注释
SMA：简单移动平均线
EMA：指数加权移动平均线
WMA：加权移动平均线
HMA：船体移动平均线
VWMA：成交量加权移动平均线
RMA：RSI指标中使用的移动平均线，也叫指数加权移动平均线
指标可调节参数
该指标有六个可设置的参数
1 MA1：默认为5；
2 MA2：默认为13；
3 MA3：默认为20；
4 MA4：默认为40；
5 MA5：默认为80；
6 MA6：默认为160。
本指标还有两项可选设置项
1 价格源：价格源默认使用收盘价，但是你还可以选择使用开盘价、最高价、最低价等其他的价格计算方式；
2 选择使用的MA类型；
