![Final Report](https://writelatex.s3.amazonaws.com/published_ver/1165.jpeg?X-Amz-Expires=14400&X-Amz-Date=20240727T031158Z&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIAWJBOALPNFPV7PVH5/20240727/us-east-1/s3/aws4_request&X-Amz-SignedHeaders=host&X-Amz-Signature=c7f9e9332f1ad7af476a5033a08e5b3f57a2a6c33cbcbca49ba902ebff4dce7d)
Final Report
Author
Guiseppe
Last Updated
10年前
License
Creative Commons CC BY 4.0
Abstract
Supplied with high frequency stock-trading data, we developed statistical models to predict the market 1 second and 60 seconds in the future. Our models beat the benchmark RMSE score, but placed 2nd in the competition.
![Final Report](https://writelatex.s3.amazonaws.com/published_ver/1165.jpeg?X-Amz-Expires=14400&X-Amz-Date=20240727T031158Z&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIAWJBOALPNFPV7PVH5/20240727/us-east-1/s3/aws4_request&X-Amz-SignedHeaders=host&X-Amz-Signature=c7f9e9332f1ad7af476a5033a08e5b3f57a2a6c33cbcbca49ba902ebff4dce7d)