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Showing 1 - 12 of 12 results for “eric laber”
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  • Empirical Processes and Statistical Reinforcement Learning

    A Festschrift in Honor of Michael R. Kosorok

    Edited by Shuangge Ma, Eric B. Laber, Yingqi Zhao ...
    Michael R. Kosorok has made significant contributions to biostatistics, precision medicine, machine learning, and artificial intelligence, shaping the future of statistical methodology and biomedical research. Empirical Processes and Statistical Reinforcement Learning: A Festschrift in Honor of Michael R. Kosorok centers around his remarkable achievements.This book encompasses topics such as ... Read more

    $77.99 USD

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  • Handbook of Statistical Methods for Precision Medicine

    Edited by Eric Laber, Bibhas Chakraborty, Erica E. M. Moodie, Tianxi Cai, Mark van der Laan ...
    Series series Chapman & Hall/CRC Handbooks of Modern Statistical Methods
    The statistical study and development of analytic methodology for individualization of treatments is no longer in its infancy. Many methods of study design, estimation, and inference exist, and the tools available to the analyst are ever growing. This handbook introduces the foundations of modern statistical approaches to precision medicine, bridging key ideas to active lines of current research ... Read more

    $280.00 USD

  • Dynamic Treatment Regimes

    Statistical Methods for Precision Medicine

    by Anastasios A. Tsiatis, Marie Davidian, Shannon T. Holloway, Eric B Laber ...
    Dynamic Treatment Regimes: Statistical Methods for Precision Medicine provides a comprehensive introduction to statistical methodology for the evaluation and discovery of dynamic treatment regimes from data. Researchers and graduate students in statistics, data science, and related quantitative disciplines with a background in probability and statistical inference and popular statistical modeling ... Read more

    $70.99 USD

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  • Causality

    Statistical Perspectives and Applications

    Edited by Carlo Berzuini, Philip Dawid, Luisa Bernardinell ...
    Series series Wiley Series in Probability and Statistics
    A state of the art volume on statistical causalityCausality: Statistical Perspectives and Applications presents a wide-ranging collection of seminal contributions by renowned experts in the field, providing a thorough treatment of all aspects of statistical causality. It covers the various formalisms in current use, methods for applying them to specific problems, and the special requirements of a ... Read more

    $84.00 USD

  • The Elements of Joint Learning and Optimization in Operations Management

    Edited by Xi Chen, Stefanus Jasin, Cong Shi ...
    Series series Business and Management (R0)
    This book examines recent developments in Operations Management, and focuses on four major application areas: dynamic pricing, assortment optimization, supply chain and inventory management, and healthcare operations. Data-driven optimization in which real-time input of data is being used to simultaneously learn the (true) underlying model of a system and optimize its performance, is becoming ... Read more

    $116.09 USD

  • Understanding Deep Learning

    by Simon J.D. Prince ...
    An authoritative, accessible, and up-to-date treatment of deep learning that strikes a pragmatic middle ground between theory and practice.Deep learning is a fast-moving field with sweeping relevance in today’s increasingly digital world. Understanding Deep Learning provides an authoritative, accessible, and up-to-date treatment of the subject, covering all the key topics along with recent ... Read more

    $54.99 USD

  • Causal Inference in Statistics

    A Primer

    by Judea Pearl, Madelyn Glymour, Nicholas P. Jewell ...
    CAUSAL INFERENCE IN STATISTICSA PrimerCausality is central to the understanding and use of data. Without an understanding of cause–effect relationships, we cannot use data to answer questions as basic as "Does this treatment harm or help patients?" But though hundreds of introductory texts are available on statistical methods of data analysis, until now, no beginner-level book has been written ... Read more

    $42.00 USD

  • Machine Learning: Concepts, Methodologies, Tools and Applications

    Edited by Information Resources Management Association ...
    Statistics, psychology, and computer science are major influences in machine learning research. This exciting interdisciplinary science is a crucial component in many cutting-edge systems and business processes. Innovations in machine learning stand to change financial markets and uncover mysteries inherent in human learning. Machine Learning: Concepts, Methodologies, Tools, and Applications ... Read more

    $1,579.49 USD

    PRE-ORDER

  • Sentiment Analysis and Opinion Mining

    by Bing Liu ...
    Series series Synthesis Lectures on Human Language Technologies
    Sentiment analysis and opinion mining is the field of study that analyzes people's opinions, sentiments, evaluations, attitudes, and emotions from written language. It is one of the most active research areas in natural language processing and is also widely studied in data mining, Web mining, and text mining. In fact, this research has spread outside of computer science to the management sciences ... Read more

    $36.89 USD

  • Causal Analysis

    Impact Evaluation and Causal Machine Learning with Applications in R

    by Martin Huber ...
    A comprehensive and cutting-edge introduction to quantitative methods of causal analysis, including new trends in machine learning.Reasoning about cause and effect—the consequence of doing one thing versus another—is an integral part of our lives as human beings. In an increasingly digital and data-driven economy, the importance of sophisticated causal analysis only deepens. Presenting the most ... Read more

    $41.99 USD

  • Self-Adaptive Systems for Machine Intelligence

    by Haibo He ...
    This book will advance the understanding and application of self-adaptive intelligent systems; therefore it will potentially benefit the long-term goal of replicating certain levels of brain-like intelligence in complex and networked engineering systems. It will provide new approaches for adaptive systems within uncertain environments. This will provide an opportunity to evaluate the strengths and ... Read more

    $90.00 USD

  • The Handbook of Computational Linguistics and Natural Language Processing

    Edited by Alexander Clark, Chris Fox, Shalom Lappin ...
    Series series Wiley Handbooks in Linguistics
    This comprehensive reference work provides an overview of the concepts, methodologies, and applications in computational linguistics and natural language processing (NLP).Features contributions by the top researchers in the field, reflecting the work that is driving the discipline forwardIncludes an introduction to the major theoretical issues in these fields, as well as the central engineering ... Read more

    $46.00 USD