I Know First Weekly Review Algorithmic Performance: August 24th, 2020


I Know First Weekly Newsletter
Investment Selection Using AI Predictive Algorithm
August 24, 2020

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High Risk Stocks: Trading Becomes Easier With Machine Learning

Chloe PengThe article was written by Chloe Peng, Analyst at I Know First., Master of Science of Finance candidate at Brandeis University.

Summary:

  • Aggressive stocks are higher-risk investments that can potentially produce higher returns and bigger losses.
  • Investors who are more risk tolerant prefer these stocks than conservative ones.
  • I know first’s Aggressive Stock Forecast package helps you identify good opportunities.

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Stock Picking Strategies and Trading Methods with I Know First Algorithm

Summary:

  • Introduction to the I Know First predictive algorithm.
  • How to read and use the algorithmic forecast signals.
  • Examples of stock picking strategies and trading methods.

The I Know First algorithm is an advanced tool for identifying opportunities in any given market situation. Not only does it detect opportunities for buying stocks (long positions) but also for selling them (short positions). Given the predictive power of the algorithm's forecast, does this mean that you should buy any stock that it recommends? Of course not! To figure out what trades to make, we need to employ stock picking strategies and trading methods.

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Algorithmic Trading: I Know First Strategy Tutorial

This video provides you with a detailed explanation on how to apply Dr. Roitman trading model. You can find all related articles on our website:

Short Selling: How, When and Why You Should Short Sell

What is “short selling” and how does it work?

The concept of short selling is often seen as something immoral or alarming to many traders. Traders often assume that because mutual funds and financial planners go long, it is more correct to do. When you short sell you are actually borrowing a stock at a fee, and selling it on the market. At some point the trader “covers” his sale by repurchasing the stock at the current market price, and returning the shares to the lender. If the price is lower the short seller makes a profit, else he makes a loss.

algo trading

Algorithmic Trading Evaluation Report for Aggressive Stocks – October 2019

Executive Summary

The purpose of this report is to present the results of live algorithmic trading forecast performance evaluation, specifically for Aggressive stocks package provided by I Know First. The following results were observed when signal and predictability filters were applied in order to pick the best performing stocks out of the most predictable ones. The period under evaluation is from 21st October 2018 to 21st October 2019. The corresponding returns distribution by horizon and signal filter level is below:

Aggressive Stocks Package Highlights:

  • The highest algorithmic trading return of 29.33% came from the Top 5 Signals stocks on 1-year investment horizon
  • There is a general increasing trend for returns improvement with the time horizon increase in the Top 5 assets by signal subset
  • Top 5 stocks subset consistently out-perform the S&P 500 benchmark by more than 5 times

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I Know First Evaluation Report For Aggressive Stocks Universe

Executive Summary

In this forecast evaluation report, we will examine the performance of the forecasts generated by the I Know First AI Algorithm for stocks from Aggressive stocks universe provided as part of the Risk-Conscious Package, which is sent to our customers on a daily basis. Our analysis covers the time period from 1 January 2019 to 23 May 2019. We will start with an introduction to our asset picking and benchmarking methods and then apply it to the stock universe of all of the stocks covered by us in the Risk-Conscious Package for aggressive stocks. We will then compare returns based on our algorithm with the benchmark performance over the same period.

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Best Long Term Stocks Based on Artificial Neural Networks: Up to 82.82% Return in 1 Year

Package Name: Risk-Conscious
Forecast Length: 1 year (10/24/2014 - 10/24/2015)
I Know First Average: 30.67% (long) & 29.52% (short)

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best long-term stocks

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