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RT Book, Whole SR Electronic DC OPAC T1 Applied medical statistics / Jingmei Jiang A1 Jiang, Jingmei 1958- YR 2022 FD 2022 SP 1 online resource (xvii, 565 pages) K1 Medicine -- Research -- Statistical methods -- Textbooks K1 Medical statistics -- Textbooks K1 Biometry -- Textbooks K1 Biometry -- methods K1 Statistics K1 Biometry K1 Medical statistics K1 Medicine -- Research -- Statistical methods K1 Textbooks K1 Textbooks PB John Wiley & Sons, Inc PP Hoboken, NJ SN 9781119716822 SN 1119716829 SN 9781119716778 SN 1119716772 SN 1119716799 SN 9781119716792 LA English (英語) CL LCC:R853.S7 CL NLM:WA 950 CL DC23:610.72/7 NO Includes bibliographical references and index NO 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 NO "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 NO Description based on online resource; title from digital title page (viewed on May 03, 2022) NO John Wiley and Sons Wiley Online Library: Complete oBooks NO HTTP:URL=https://onlinelibrary.wiley.com/doi/book/10.1002/9781119716822 NO 書誌ID=EB00004531; LK [E Book]https://onlinelibrary.wiley.com/doi/book/10.1002/9781119716822 OL 30