{"product_id":"empirical-processes-and-statistical-reinforcement-learning","title":"Empirical Processes and Statistical Reinforcement Learning","description":"\u003cp\u003eMichael R. Kosorok has made significant contributions to biostatistics, precision medicine, machine learning and artificial intelligence, shaping the future of statistical methodology and biomedical research. \u003cb\u003e\u003ci\u003eEmpirical Processes and Statistical Reinforcement Learning: A Festschrift in Honor of Michael R. Kosorok\u003c\/i\u003e\u003c\/b\u003e centres around his remarkable achievements.\u003c\/p\u003e\u003cp\u003eThe book encompasses topics such as empirical processes, semiparametric inference, causal inference, reinforcement learning, artificial intelligence, and precision medicine. With contributions from leading experts in the field, it highlights Michael R. Kosorok’s pivotal role in advancing statistical methodology for cancer research and treatment regimes.\u003c\/p\u003e\u003cp\u003eThis Festschrift serves both as a reference for researchers and a resource for PhD-level education in biostatistics and biomedical research.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eKey Features:\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eInforms the frontiers of methodological developments and their biomedical applications.\u003c\/li\u003e\n\u003cli\u003eExplains empirical processes and semiparametric inference, including minimax optimality and target localization in distributed systems.\u003c\/li\u003e\n\u003cli\u003eProvides in-depth insights into causal inference and reinforcement learning with topics like fair representation learning, synthetic control models, and causal reinforcement learning with unmeasured confounders.\u003c\/li\u003e\n\u003cli\u003eShowcases advancements in precision medicine, including individualized treatment rules, outcome-weighted learning, and applications in sports analytics.\u003c\/li\u003e\n\u003cli\u003eIncludes contributions on statistical and machine learning methods for clinical decision-making and early detection.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Title","offer_id":57296684745048,"sku":"9781032856636","price":142.99,"currency_code":"EUR","in_stock":false}],"url":"https:\/\/agendabookshop.com\/products\/empirical-processes-and-statistical-reinforcement-learning","provider":"Agenda Bookshop","version":"1.0","type":"link"}