Targeted Learning In Data Science

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    Targeted Learning in Data Science
    Causal Inference for Complex Longitudinal Studies
    By: Mark J. van der Laan; Sherri Rose
    Publisher:
    Springer
    Print ISBN: 9783319653037, 3319653032
    eText ISBN: 9783319653044, 3319653040
    Copyright year: 2018
    Format: EPUB
    Available from $ 89.00 USD
    SKU 9783319653044
    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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