书目名称 | Quantitative Risk Analysis of Air Pollution Health Effects | 编辑 | Louis Anthony Cox Jr. | 视频video | | 概述 | Highlights recent advances in causal analytics, machine learning, and risk analysis models and methods to determine whether and by how much reducing exposures affects human health risks.Focuses on qua | 丛书名称 | International Series in Operations Research & Management Science | 图书封面 |  | 描述 | .This book highlights quantitative risk assessment and modeling methods for assessing health risks caused by air pollution, as well as characterizing and communicating remaining uncertainties. It shows how to apply modern data science, artificial intelligence and machine learning, causal analytics, mathematical modeling, and risk analysis to better quantify human health risks caused by environmental and occupational exposures to air pollutants. The adverse health effects that are caused by air pollution, and preventable by reducing it, instead of merely being statistically associated with exposure to air pollution (and with other many conditions, from cold weather to low income) have proved to be difficult to quantify with high precision and confidence, largely because correlation is not causation. This book shows how to use recent advances in causal analytics and risk analysis to determine more accurately how reducing exposures affects human health risks. .Quantitative Risk Analysis of Air Pollution Health Effects .is divided into three parts. Part I focuses mainly on quantitative simulation modelling of biological responses to exposures and resulting health risks. It considers oc | 出版日期 | Book 2021 | 关键词 | Risk Assessment; Air Pollution; Human Health Risks; Quantitative Health Risk Assessment; Epidemiological | 版次 | 1 | doi | https://doi.org/10.1007/978-3-030-57358-4 | isbn_softcover | 978-3-030-57360-7 | isbn_ebook | 978-3-030-57358-4Series ISSN 0884-8289 Series E-ISSN 2214-7934 | issn_series | 0884-8289 | copyright | Springer Nature Switzerland AG 2021 |
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