图 书 馆
实验室科学家统计Statistics for Laboratory Scientists I |
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| 课程网址: | http://ocw.jhsph.edu/courses/StatisticsLaboratoryScientistsI/ |
| 主讲教师: | Karl Broman |
| 开课单位: | 布隆博格公共卫生学院 |
| 开课时间: | 信息不详。欢迎您在右侧留言补充。 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | This course introduces the basic concepts and methods of statistics with applications in the experimental biological sciences. Demonstrates methods of exploring, organizing, and presenting data, and introduces the fundamentals of probability. Presents the foundations of statistical inference, including the concepts of parameters and estimates and the use of the likelihood function, confidence intervals, and hypothesis tests. Topics include experimental design, linear regression, the analysis of two-way tables, sample size and power calculations, and a selection of the following: permutation tests, the bootstrap, survival analysis, longitudinal data analysis, nonlinear regression, and logistic regression. Introduces and employs the freely-available statistical software, R, to explore and analyze data. |
| 关 键 词: | 实验生物科学; 统计推断; 似然函数; 置信区间; 假设检验 |
| 课程来源: | 信息不详。欢迎您在右侧留言补充。 |
| 最后编审: | 2017-03-28：lkn |
| 阅读次数: | 32 |