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Brand new book. Fast ship. Please provide full street address as we are not able to ship to P O box address.
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Brand new book. Fast ship. Please provide full street address as we are not able to ship to P O box address.
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Targeted Learning in Data Science : Causal Inference for Complex Longitudinal Studies
Book 149 of 160: Springer Series in StatisticsSeller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
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Condition: As New. Unread book in perfect condition.
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Targeted Learning in Data Science: Causal Inference for Complex Longitudinal Studies (Springer Series in Statistics)
Book 149 of 160: Springer Series in StatisticsSeller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
£ 100.55
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Targeted Learning in Data Science
Book 149 of 160: Springer Series in StatisticsLanguage: English
Published by Springer International Publishing, 2018
ISBN 10: 3030097366 ISBN 13: 9783030097363
Seller: PBShop.store UK, Fairford, GLOS, United Kingdom
Seller rating 4 out of 5 stars
PAP. Condition: Used - Very Good. Used - Like New Book. Shipped from UK. Established seller since 2000.
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Targeted Learning in Data Science : Causal Inference for Complex Longitudinal Studies
Book 149 of 160: Springer Series in StatisticsSeller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition.
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Targeted Learning in Data Science
Book 149 of 160: Springer Series in StatisticsLanguage: English
Published by Springer International Publishing, 2018
ISBN 10: 3030097366 ISBN 13: 9783030097363
PAP. Condition: Used - Very Good. Used - Like New Book. Shipped from UK. Established seller since 2000.
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Hardcover. Condition: New. New. Ships from Multiple Locations. book.
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Targeted Learning in Data Science
Book 149 of 160: Springer Series in StatisticsLanguage: English
Published by Springer International Publishing, 2018
ISBN 10: 3319653032 ISBN 13: 9783319653037
Condition: New. Provides essential data analysis tools for answering complex big data questions based on real world dataContains machine learning estimators that provide inference within data science Offers applications that .
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Targeted Learning in Data Science
Book 149 of 160: Springer Series in StatisticsLanguage: English
Published by Springer International Publishing AG, CH, 2018
ISBN 10: 3319653032 ISBN 13: 9783319653037
Seller: Rarewaves.com USA, London, LONDO, United Kingdom
Seller rating 5 out of 5 stars
Hardback. Condition: New. 2018 ed.
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Paperback. Condition: New. NEW. SHIPS FROM MULTIPLE LOCATIONS. book.
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Hardcover. Condition: Brand New. 1st edition. 640 pages. 9.25x6.25x1.75 inches. In Stock.
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Targeted Learning in Data Science
Book 149 of 160: Springer Series in StatisticsLanguage: English
Published by Springer International Publishing AG, CH, 2018
ISBN 10: 3319653032 ISBN 13: 9783319653037
Hardback. Condition: New. 2018 ed. This textbook for graduate students in statistics, data science, and public health deals with the practical challenges that come with big, complex, and dynamic data. It presents a scientific roadmap to translate real-world data science applications into formal statistical estimation problems by using the general template of targeted maximum likelihood estimators. These targeted machine learning algorithms estimate quantities of interest while still providing valid inference. Targeted learning methods within data science area critical component for solving scientific problems in the modern age. The techniques can answer complex questions including optimal rules for assigning treatment based on longitudinal data with time-dependent confounding, as well as other estimands in dependent data structures, such as networks. Included in Targeted Learning in Data Science are demonstrations with soft ware packages and real data sets that present a case that targeted learning is crucial for the next generation of statisticians and data scientists. Th is book is a sequel to the first textbook on machine learning for causal inference, Targeted Learning, published in 2011.Mark van der Laan, PhD, is Jiann-Ping Hsu/Karl E. Peace Professor of Biostatistics and Statistics at UC Berkeley. His research interests include statistical methods in genomics, survival analysis, censored data, machine learning, semiparametric models, causal inference, and targeted learning. Dr. van der Laan received the 2004 Mortimer Spiegelman Award, the 2005 Van Dantzig Award, the 2005 COPSS Snedecor Award, the 2005 COPSS Presidential Award, and has graduated over 40 PhD students in biostatistics and statistics.Sherri Rose, PhD, is Associate Professor of Health Care Policy (Biostatistics) at Harvard Medical School. Her work is centered on developing and integratinginnovative statistical approaches to advance human health. Dr. Rose's methodological research focuses on nonparametric machine learning for causal inference and prediction. She co-leads the Health Policy Data Science Lab and currently serves as an associate editor for the Journal of the American Statistical Association and Biostatistics.
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Targeted Learning in Data Science
Book 149 of 160: Springer Series in StatisticsLanguage: English
Published by Springer International Publishing, 2018
ISBN 10: 3030097366 ISBN 13: 9783030097363
Kartoniert / Broschiert. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Provides essential data analysis tools for answering complex big data questions based on real world dataContains machine learning estimators that provide inference within data science Offers applications that .
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Hardcover. Condition: Brand New. 1st edition. 640 pages. 9.25x6.25x1.75 inches. In Stock. This item is printed on demand.
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