Stock Predictions
Using Data Science models to forecast daily stock prices
Trade at Your Own Risk (TYOR) / Do Your Own Research (DYOR)
Both TYOR and DYOR are popular advisories commonly used in forums to encourage people to perform critical thinking and due diligence in making any investment decision.
The same is true for the forecast that we have below. As we say in data science, “No Model is Perfect”. I am publishing these, as the models below have been through several testing, at least, from the stocks I follow.
If you have any ideas on improving these, I would happily discuss them with you.
Market Moves, Modeled Daily: Your Next Investment Edge
Forecasted models are run daily to incorporate the last trading days’ movements.
Model 2
Model 2 likewise uses Neural Networks to predict the next day return (in percentage) and this is being translated into prices for the prediction in the dashboard.
This model uses the same feature as Model 1 but seems to perform better in predicting one-day stock for equity with low stock beta (market risk).
Model 1
Model 1 uses Neural Networks to predict the next days prediction with a forecast horizon of 20 days. After several iterations, this model version seems to have acceptable performance over longer periods.
Aside from previous stock prices, market beta, and industry, along with other proprietary information are used.
Model 3
Model 3 uses Model 1 features, but another feature is added – volume traded for the past days.
What is the purpose of this website?
The purpose of this website is to provide stock predictions and stock information to visitors.
How accurate are the stock
Two models are being used to predict the stock prices. Model 1 seems to be better in predicting long-term growth though Model 2 seems to be fairly accurate for the next-day return.
Model 3 has recently been added and I plan to create a page that compares the performance of the three models.
Accuracy varies but we’d like to hear from you!
Can I access the stock information for free?
Yes, the stock information is available for free on the website.
What other projects are linked on this site?
Other tech projects and a YouTube page are linked on this website. For now, these are work in progress but please support these as well.
Are there tutorials and algorithms available on this site?
Yes, there are tutorials and algorithms available on this website.
How can I get in touch for further?
You can contact us through the provided contact form. Kindly leave your email.
Got questions or comments?
While I may not be always available, please send me a message at [email protected]!