Targeted Learning in Data Science: Causal Inference for Complex Longitudinal Studies, Hardcover - Mark J. Van Der Laan

Contributor(s): Author: Mark J. Van Der LaanAuthor: Sherri RoseThis textbook for graduate students in statistics, data science, and public health d...

Publisher: Oxford University Press IncAuthor(s): Tyler (Associate Professor, Associate Professor, Harvard School of Public Health, Harvard Universi...

Contributor(s): Author: Guido W. ImbensAuthor: Donald B. RubinMost questions in social and biomedical sciences are causal in nature: what would hap...

This long awaited successor of the original Cook/Campbell Quasi-Experimentation: Design and Analysis Issues for Field Settings represents updates i...

Explains how data virtualization servers work, what techniques to use to optimize access to various data sources and how these products can be appl...

This rigorous introduction to network science presents random graphs as models for real-world networks. Such networks have distinctive empirical pr...

An accessible and contemporary introduction to the methods for determining cause and effect in the social sciences

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Reducere. Contributor(s): Author: Ymkje Wideman-Van Der LaanIllustrator: Rob FeldmanLogan overhears his grandma tell her friend he has autism, and he asks he...

Reducere. Contributor(s): Author: Judea PearlThis book summarizes recent advances in causal inference and underscores the paradigmatic shifts that must be un...

Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction - Guido W. Imbens, Donald B. Rubin

Publisher: Taylor & Francis LtdAuthor(s): Babette A. BrumbackIllustration(s): 32 Line drawings, black and white; 41 Tables, black and white; 32 Ill...

Publisher: John Wiley and Sons LtdAuthor(s): Gianluca ManzoNumber of pages: 176Collection: Wiley Series in Computational and Quantitative Social Sc...

This book guides the reader in the analysis of big-data by providing theoretical and practical instruments to tame the complexity of such systems. ...

Combinatorial Inference in Geometric Data Analysis gives an overview of multidimensional statistical inference methods applicable to clouds of poin...

DescriptionThis book builds theoretical statistics from the first principles of probability theory. Starting from the basics of probability, the au...

Reducere. For introductory-level Python programming and/or data-science courses. A groundbreaking, flexible approach to computer science and data science The...

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Reducere. Metabolomics data analysis strategies are central to transforming raw metabolomics data files into meaningful biochemical interpretations that answ...

Information theory and inference, often taught separately, are here united in one entertaining textbook. These topics lie at the heart of many exci...

Intermediate-Advanced user levelPublisher: APressAuthor(s): Tshepo Chris NokeriIllustration(s): 107 Illustrations, black and white; XVIII, 228 p. 1...

Master advanced topics in the analysis of large, dynamically dependent datasets with this insightful resource Statistical Learning with Big Depende...

If you are looking to master the fundamental concepts of Data Science driven by the Python programming language to develop a solid understanding of...

DescriptionStatistics, Data Mining, and Machine Learning in Astronomy is the essential introduction to the statistical methods needed to analyze co...

Currently, there are a lack of intermediate /advanced level textbooks which introduce students and practicing statisticians to the updated methods ...

Reducere. If you want to learn about data science and big data, then keep reading... Two manuscripts in one book: Data Science: What You Need to Know About D...

The methodological needs of environmental studies are perhaps unique in the breadth of research questions that can be posed, calling for a textbook...

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Reducere. From a leading computer scientist, a unifying theory that will revolutionize our understanding of how life evolves and learns. How does life prospe...

Reducere. Back in print at last in a third edition, the classic ``Forest and Shade Trees of Iowa ``now has a wealth of full-color photographs and updated, re...

Reducere. A girl called Lucy and her dog Neptune, develop a love for watching the moon. A quest begins about the lunar phase, discovering the moon in so many...

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Reducere. DescriptionAqua the farm dog really loves to swim.Sometimes the farmer gets angry at him.Instead of herding sheep he loves to splash.Diving under w...

Reducere. Out on the farm, to keep himself cool, Aqua would swim in the dam or the pool.When the rain didn't fall, there was no water supply, The tanks becam...