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Applied medical statistics / Jingmei Jiang
| データ種別 | 電子ブック |
|---|---|
| 出版者 | (Hoboken, NJ : John Wiley & Sons, Inc) |
| 出版年 | 2022 |
| 大きさ | 1 online resource (xvii, 565 pages) : illustrations |
| 著者標目 | *Jiang, Jingmei 1958- author |
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| 一般注記 | Includes bibliographical references and index What is biostatistics -- Descriptive statistics -- Fundamentals of probability -- Discrete random variable -- Continuous random variable -- Sampling distribution and parameter estimation -- Hypothesis testing for one parameter -- Hypothesis testing for two population parameters -- One-way analysis of variance -- Analysis of variance in different experimental -- X2 test -- Nonparametric tests based on rank -- Simple linear regression -- Simple linear correlation -- Multiple linear regression -- Logistic regression -- Survival analysis -- Evaluation of diagnostic tests -- Observational study design -- Experimental study design "Over the past few decades, biomedical data have proliferated rapidly, and opportunities have arisen to use this data to improve human health. Burgeoning methods, such as machine learning techniques, have emerged to respond to the fast growth of the volume of data, and to exploit data in an effective and efficient manner. These methods were founded on statistical learning theory, which is an expansion of traditional statistics. Therefore, cultivating basic statistical thinking capability plays an important and fundamental role in mastering these state-of-the-art methods and embracing the upcoming big data era, which makes a course of introductory biostatistics an indispensable part of the curriculum for medical students. However, as a branch of mathematics, statistics is characterized by hierarchically organized concepts, but a conceptual understanding of statistics is not always intuitive, which makes biostatistics an obstacle that is regarded as a burden for most medical students"-- Provided by publisher Description based on online resource; title from digital title page (viewed on May 03, 2022) John Wiley and Sons Wiley Online Library: Complete oBooks HTTP:URL=https://onlinelibrary.wiley.com/doi/book/10.1002/9781119716822 |
|---|---|
| 件 名 | LCSH:Medicine -- Research -- Statistical methods -- Textbooks
全ての件名で検索
LCSH:Medical statistics -- Textbooks 全ての件名で検索 LCSH:Biometry -- Textbooks 全ての件名で検索 MESH:Biometry -- methods 全ての件名で検索 MESH:Statistics FREE:Biometry FREE:Medical statistics FREE:Medicine -- Research -- Statistical methods 全ての件名で検索 FREE:Textbooks FREE:Textbooks |
| 分 類 | LCC:R853.S7 NLM:WA 950 DC23:610.72/7 |
| 書誌ID | EB00004531 |
| ISBN | 9781119716822 |
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※2019年3月27日以降