Today, as a celebration of our public launch and as a welcome message to our new users, we would like to highlight various automated trading strategies to provide you with ideas and opportunities you can explore for your own needs. Please note that some concepts overlap with others, and not every item necessarily talks about a specific strategy per se, and some of the strategies may not be applicable forex expert advisor download to the current Alpaca offering.
(Time-series) momentum and mean reversion are two of the most well known and well-researched concepts in trading. Billions of dollars are put to work by CTAs employing these concepts to produce alpha and create diversified return streams. The fundamental idea of time-series forecasting is forex on tradestation to predict future values based on previously observed values. Time-series momentum, also known as trend-following, seeks to generate excess returns through forex expert advisor download an expectation that the future price return of an asset will be in the same direction as that asset’s return over some lookback period. Trend-following strategies might define and look for specific price actions, such forex expert advisor download as range breakouts, volatility jumps, and volume profile skews, or attempt to define a trend based on a moving average that smooths past price movements.
Forex expert advisor download And.One of the forex simple expert advisor download, well-known strategies is the “simple moving average crossover”, which buys a stock if its short-period moving average value surpasses its long-period moving average value, and sells if the inverse event happens. Mean-reversion is the expectation that the future price return of an asset will be in the forex trading strategy 2019 opposite direction of that asset’s return over some lookback period. One of the most popular indicators is the Relative Strength Index, or forex expert advisor download RSI, which measures the speed and change of price movements using a scale of forex expert advisor download 0 to 100. For the purposes of trying to assess the likelihood of mean-reversion, a higher RSI value is said to forex indicate expert advisor download an overbought asset while a lower forex expert RSI advisor download value is said to indicate an oversold asset. Trend-following and mean-reversion strategies are easy to understand since they look at a single asset’s time-series and try to make a prediction about that asset’s future return, but there are many ways to interpret the past behavior.
You will need access to historical price data and may benefit from an indicator calculator library such as TA-lib.
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