Practical Approaches to Causal Relationship Exploration (SpringerBriefs in Electrical and Computer Engineering) / Jiuyong Li, Lin Liu, Thuc Le

Book Cover Practical Approaches to Causal Relationship Exploration (SpringerBriefs in Electrical and Computer Engineering)
List Price: $54.99
Our Price: $54.99
Lowest Price

For Bulk orders
Quantity

Used Book Price: $43.33
/ Jiuyong Li, Lin Liu, Thuc Le
Publisher: Springer
Availability:Usually ships in 24 hours
Sales Rank: 1722564
ISBN-10: 3319144324
ISBN-13: 9783319144320


This brief presents four practical methods to effectively explore causal relationships, which are often used for explanation, prediction and decision making in medicine, epidemiology, biology, economics, physics and social sciences. The first two methods apply conditional independence tests for causal discovery. The last two methods employ association rule mining for efficient causal hypothesis generation, and a partial association test and retrospective cohort study for validating the hypotheses. All four methods are innovative and effective in identifying potential causal relationships around a given target, and each has its own strength and weakness. For each method, a software tool is provided along with examples demonstrating its use. Practical Approaches to Causal Relationship Exploration is designed for researchers and practitioners working in the areas of artificial intelligence, machine learning, data mining, and biomedical research. The material also benefits advanced students interested in causal relationship discovery.
Now you can buy Books online in USA,UK, India and more than 100 countries.
*Terms and Conditions apply
Disclaimer: All product data on this page belongs to buy amazon.
No guarantees are made as to accuracy of prices and information.

Contact Us

Create a Bookshelf of your Favorite books
Get it on Google Play        Get it on Google Play
For Any Queries please don't hesitate to contact us at
USA +1(760)3380762
+1(650) 9808080
India +91 9023011224
India +91 9023011224 (Whatsapp)
Donate
Buy Books online because as an Amazon Associate we earn from qualifying purchases.