Click Here to Download: https://ouo.io/y79Hjt 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