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Targeted Learning in Data Science: Causal Inference for Complex Longitudinal Studies

Targeted Learning in Data Science: Causal Inference for Complex Longitudinal Studies - Hardback

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Product Details
Author:
Mark J. Van Der Laan
Publisher:
Springer
Publication Date:
Apr 10, 2018
Number of pages:
640 pages
Binding:
Hardback or Cased Book
ISBN-10:
3319653032
ISBN-13:
9783319653037

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 data


  • | Author: Mark J. Van Der Laan
  • | Publisher: Springer
  • | Publication Date: Apr 10, 2018
  • | Number of Pages: 640 pages
  • | Binding: Hardback or Cased Book
  • | ISBN-10: 3319653032
  • | ISBN-13: 9783319653037

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