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portada Targeted Learning in Data Science: Causal Inference for Complex Longitudinal Studies (in English)
Type
Physical Book
Publisher
Language
English
Pages
640
Format
Paperback
Dimensions
23.4 x 21.1 x 3.6 cm
Weight
0.95 kg.
ISBN13
9783030097363

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

Mark J. Van Der Laan (Author) · Sherri Rose (Author) · Springer · Paperback

Targeted Learning in Data Science: Causal Inference for Complex Longitudinal Studies (in English) - Van Der Laan, Mark J. ; Rose, Sherri

Physical Book

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  • Condition: New
Origin: United Kingdom (Import costs included in the price)
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Synopsis "Targeted Learning in Data Science: Causal Inference for Complex Longitudinal Studies (in English)"

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

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The book is written in English.
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