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Targeted Learning in Data Science : Causal Inference for Complex Longitudinal Studies
by Mark J. Van Der Laan and Sherri Rose
Overview
Provides essential data analysis tools for answering complex big data questions based on real world data
Contains machine learning estimators that provide inference within data science Offers applications that demonstrate 1) the translation of the real world application into a statistical estimation problem and 2) the targeted statistical learning methodology to answer scientific questions of interest based on real dataThis item is Non-Returnable
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Details
- ISBN-13: 9783319653037
- ISBN-10: 3319653032
- Publisher: Springer
- Publish Date: April 2018
- Dimensions: 9.21 x 6.14 x 1.44 inches
- Shipping Weight: 2.48 pounds
- Page Count: 640
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