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Absolute Price Oscillator (APO) Backtest 2.0 The Absolute Price Oscillator displays the difference between two exponential moving averages of a security's price and is expressed as an absolute value. How this indicator works APO crossing above zero is considered bullish, while crossing below zero is bearish. A positive indicator value indicates an upward movement, while negative readings signal a downward trend. Divergences form when a new high or low in price is not confirmed by the Absolute Price Oscillator (APO). A bullish divergence forms when price make a lower low, but the APO forms a higher low. This indicates less downward momentum that could foreshadow a bullish reversal. A bearish divergence forms when price makes a higher high, but the APO forms a lower high. This shows less upward momentum that could foreshadow a bearish reversal. You can change long to short in the Input Settings WARNING: - For purpose educate only - This script to change bars colors.
Strategy
by HPotter
2
Smart Money Index (SMI) Backtest Attention: If you would to use this indicator on the ES, you should have intraday data 60min in your account. Smart money index (SMI) or smart money flow index is a technical analysis indicator demonstrating investors sentiment. The index was invented and popularized by money manager Don Hays. The indicator is based on intra-day price patterns. The main idea is that the majority of traders (emotional, news-driven) overreact at the beginning of the trading day because of the overnight news and economic data. There is also a lot of buying on market orders and short covering at the opening. Smart, experienced investors start trading closer to the end of the day having the opportunity to evaluate market performance. Therefore, the basic strategy is to bet against the morning price trend and bet with the evening price trend. The SMI may be calculated for many markets and market indices (S&P 500, DJIA, etc.) The SMI sends no clear signal whether the market is bullish or bearish. There are also no fixed absolute or relative readings signaling about the trend. Traders need to look at the SMI dynamics relative to that of the market. If, for example, SMI rises sharply when the market falls, this fact would mean that smart money is buying, and the market is to revert to an uptrend soon. The opposite situation is also true. A rapidly falling SMI during a bullish market means that smart money is selling and that market is to revert to a downtrend soon. The SMI is, therefore, a trend-based indicator. Some analysts use the smart money index to claim that precious metals such as gold will continually maintain value in the future. You can change long to short in the Input Settings WARNING: - For purpose educate only - This script to change bars colors.
Strategy
by HPotter
7
Perfomance index Backtest The Performance indicator or a more familiar term, KPI (key performance indicator), is an industry term that measures the performance. Generally used by organizations, they determine whether the company is successful or not, and the degree of success. It is used on a business’ different levels, to quantify the progress or regress of a department, of an employee or even of a certain program or activity. For a manager it’s extremely important to determine which KPIs are relevant for his activity, and what is important almost always depends on which department he wants to measure the performance for. So the indicators set for the financial team will be different than the ones for the marketing department and so on. Similar to the KPIs companies use to measure their performance on a monthly, quarterly and yearly basis, the stock market makes use of a performance indicator as well, although on the market, the performance index is calculated on a daily basis. The stock market performance indicates the direction of the stock market as a whole, or of a specific stock and gives traders an overall impression over the future security prices, helping them decide the best move. A change in the indicator gives information about future trends a stock could adopt, information about a sector or even on the whole economy. The financial sector is the most relevant department of the economy and the indicators provide information on its overall health, so when a stock price moves upwards, the indicators are a signal of good news. On the other hand, if the price of a particular stock decreases, that is because bad news about its performance are out and they generate negative signals to the market, causing the price to go downwards. One could state that the movement of the security prices and consequently, the movement of the indicators are an overall evaluation of a country’s economic trend. You can change long to short in the Input Settings WARNING: - For purpose educate only - This script to change bars colors.
Strategy
by HPotter
Fractal Chaos Bands Backtest The FCB indicator looks back in time depending on the number of time periods trader selected to plot the indicator. The upper fractal line is made by plotting stock price highs and the lower fractal line is made by plotting stock price lows. Essentially, the Fractal Chaos Bands show an overall panorama of the price movement, as they filter out the insignificant fluctuations of the stock price. You can change long to short in the Input Settings WARNING: - For purpose educate only - This script to change bars colors.
Strategy
by HPotter
How To Set Backtest Date RangeExample how to select and set date range window to be backtested. Normally when you change chart period it changes the number of days being backtested which means as you increas the chart period (for example from 5min to 15min) you also increase the number of days traded, so you can not compare apples to apples for which period would yield best returns for your strategy. Now you can. Incorporate this code replacing buy and sell with your strategy, then simply input the From and To dates in Format -> Inputs, and then change the chart period to view updated results. NOTE: There is a limit in backtesting to 2000 orders, so please be aware of this when setting your date ranges. If you set your range too high, you may be exceeding this limit on some periods and not on others, so this would yield incorrect comparison of returns per period. If you see in your backtesting results that you are nearing this limit for one of your periods you are testing, then reduce the date range to a smaller number of days. Enjoy! (Thanks to @Gesundheit "Adeel" for pointing me in the right direction on this!)
Strategy
by allanster
131
MACD Crossover Backtest 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. You can change long to short in the Input Settings WARNING: - For purpose educate only - This script to change bars colors.
Strategy
by HPotter
7
Kaufman Moving Average Adaptive (KAMA) Backtest Everyone wants a short-term, fast trading trend that works without large losses. That combination does not exist. But it is possible to have fast trading trends in which one must get in or out of the market quickly, but these have the distinct disadvantage of being whipsawed by market noise when the market is volatile in a sideways trending market. During these periods, the trader is jumping in and out of positions with no profit-making trend in sight. In an attempt to overcome the problem of noise and still be able to get closer to the actual change of the trend, Kaufman developed an indicator that adapts to market movement. This indicator, an adaptive moving average (AMA), moves very slowly when markets are moving sideways but moves swiftly when the markets also move swiftly, change directions or break out of a trading range. You can change long to short in the Input Settings Please, use it only for learning or paper trading. Do not for real trading.
Strategy
by HPotter
1
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