Applications of Artificial Intelligence in Finance and Economics

0000-00-00 00:00:00 by Graham Kendall
Applications of Artificial Intelligence in Finance and Economics by Graham Kendall

Page Updated:
Book Views: 9

Author
Graham Kendall
Publisher
Not Avail
Date of release
Pages
0
ISBN
9780080460239
Binding
Unknown Binding
Illustrations
Format
PDF, EPUB, MOBI, TXT, DOC
Rating
5
68

Book review

In the first part of the book practical algorithms for building optimal trading strategies are constructed. Both non-restricted and risk-adjusted (Sterling ratio and Sharp ratio) trading strategies are considered. Constructed optimal trading strategies can be used as training dataset for the AI application. In the next part of the book one particular type of Machine Learning - finding optimal linear separators - is considered, and combinatorial deterministic algorithm for computing minimum linear separator set in 2 dimensions is given. In the last part of the book presented efficient algorithms for preventing overfitting. Shape constrained regression is an accepted methodology to deal with overfitting. Algorithms for nonparametric shape constrained regression in the form of isotonic and unimodal regressions are given.


Advertising

Get eBOOK
Applications of Artificial Intelligence in Finance and Economics

Find and Download Book

Click one of share button to proceed download:
Choose server for download:
Download
Get It!
File size:16 mb
Estimated time:5 min
If not downloading or you getting an error:
  • Try another server.
  • Try to reload page — press F5 on keyboard.
  • Clear browser cache.
  • Clear browser cookies.
  • Try other browser.
  • If you still getting an error — please contact us and we will fix this error ASAP.
Sorry for inconvenience!
For authors or copyright holders
Amazon Affiliate

Go to Removal form

Leave a comment


Readers reviews