ETF Trading Strategies Based on I Know First’s Aggregated Algorithmic Forecasts

In the following article we update a set of ETF trading strategies based on I Know First’s aggregated investment signals for the individual stocks contained within the funds. In this article, the ETF forecast is generated by using a weighted aggregation of stock-level forecasts and the performance of this method is tested on the SPDR Sector ETFs. We show that these aggregated forecasts result in ETF Trading strategies which outperform the benchmark and present excellent performance and risk statistics.

S&P 500 Forecast Based On AI: SPY Trading Strategies based on I Know First’s algorithmic signals

In the following article we analyze the performance of SPY trading strategies developed using I Know First’s stock market forecasts. We show different ways such strategies can be built using the algorithmic forecasts and that they result in ETF portfolios with excellent performance and risk statistics.

ETF Predictions Based Trading Strategies Using I Know First’s Aggregated ETF Forecast

We continue our series of articles analyzing the performance of ETF predictions computed by aggregating I Know First’s algorithmic forecasts for the individual stocks contained within the funds. In this article, a new method to generate an ETF forecast by using a weighted aggregation of stock-level predictions is presented and the performance of this method is tested using Sector ETFs. We show that the computed ETF predictions result in strategies which outperform the benchmark and present excellent performance and risk statistics both on an individual ETF level and for portfolios of ETFs.

Stock Market Prediction Algorithm Based on Deep Learning: Returns up to 26.82% in 3 Days

Package Name: Stocks Under 10 Dollars
Recommended Positions: Short
Forecast Length: 3 Days (01/30/2018 - 02/02/2018)
I Know First Average: 8.52%

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Stock Market Prediction Algorithm

Stock Market Analysis Based on Data Mining: Returns up to 137.84% in 3 Months

fundamentals Package Name: Fundamental - Low Short Ratio Stocks
Recommended Positions: Long
Forecast Length: 3 Months (11/03/2017 - 02/03/2018)
I Know First Average: 21.20%

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Stock Market Analysis

Trend Prediction Algorithm Based on Predictive Analytics: Returns up to 64.61% in 14 Days

Package Name: By Country - Turkish Stocks
Recommended Positions: Long
Forecast Length: 14 Days (01/19/2018 - 02/02/2018)
I Know First Average: 18.50%

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Trend Prediction Algorithm

Vix Forecast Based on Deep-Learning : Returns up to 61.58% in 14 Days

Volatility Forecast Package Name: Volatility
Recommended Positions: Long
Forecast Length: 14 Days (01/21/2018 - 02/04/2018)
I Know First Average: 23.13%

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Vix Forecast
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