| 书目名称 | Stochastic Epidemic Models and Their Statistical Analysis | | 编辑 | Håkan Andersson,Tom Britton | | 视频video | | | 丛书名称 | Lecture Notes in Statistics | | 图书封面 |  | | 描述 | The present lecture notes describe stochastic epidemic models and methods for their statistical analysis. Our aim is to present ideas for such models, and methods for their analysis; along the way we make practical use of several probabilistic and statistical techniques. This will be done without focusing on any specific disease, and instead rigorously analyzing rather simple models. The reader of these lecture notes could thus have a two-fold purpose in mind: to learn about epidemic models and their statistical analysis, and/or to learn and apply techniques in probability and statistics. The lecture notes require an early graduate level knowledge of probability and They introduce several techniques which might be new to students, but our statistics. intention is to present these keeping the technical level at a minlmum. Techniques that are explained and applied in the lecture notes are, for example: coupling, diffusion approximation, random graphs, likelihood theory for counting processes, martingales, the EM-algorithm and MCMC methods. The aim is to introduce and apply these techniques, thus hopefully motivating their further theoretical treatment. A few sections, mainly in Chapt | | 出版日期 | Book 2000 | | 关键词 | Analysis; Markov; Markov chain; Markov process; epidemics; model; modeling | | 版次 | 1 | | doi | https://doi.org/10.1007/978-1-4612-1158-7 | | isbn_softcover | 978-0-387-95050-1 | | isbn_ebook | 978-1-4612-1158-7Series ISSN 0930-0325 Series E-ISSN 2197-7186 | | issn_series | 0930-0325 | | copyright | Springer Science+Business Media New York 2000 |
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发表于 2025-3-21 19:40:32
