Statistics for healthcare professionals

所在平台: Udemy

课程主页: https://www.udemy.com/course/statistics-for-healthcare-professionals/

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课程概述:统计学对医疗专业人员 在我医学院学习的初期,我需要理解统计学的概念,以完成我的硕士和医学博士论文,但我必须借助许多书籍和软件,才能学会如何将合适的统计检验应用于我的研究。在完成医学博士后,我决定在纽卡斯尔大学获得生物医学硕士学位。虽然这很有趣,但我需要理解大量公式,才能进入统计理论的逻辑。在完成学业后,我专注于以一种能够让医学生理解基础知识的方式教授统计学,而非陷入复杂的数学方程之中。如果你在进行健康科学相关的研究工作时,发现统计学成为了一个难以跨越的障碍,那么这个课程就是为你准备的,课程内容以实用的方式和视觉插图呈现。 课程学习成果: 到课程结束时,学生将能够理解: - 如何描述数据 - 相对风险和优势比 - 标准误差和标准差之间的区别 - 置信区间的重要性 - 如何选择统计检验 - 如何进行常见的统计检验,如配对和非配对t检验、曼-惠特尼U检验、方差分析(ANOVA)、卡方检验 课程中提到的所有例子都代表了医学文献中常用的研究问题和研究设计。此外,课程不要求参与者具备任何统计分析的经验,将逐步引导学生理解数据分析中常用的基本术语。视觉插图有助于学生理解统计软件的输出,而不需要深入细节的统计方程。 使用的统计软件: 本培训课程的重点是通过探索SPSS和JAMOVI来帮助参与者学习统计技能。重点是培养分析数据的实践技能,让学生具备独立判断特定研究目标所需的统计检验的能力。学习者可以选择使用SPSS和/或Jamovi进行所有统计分析。所有统计分析将通过13个练习展示,使用这两种统计软件。 适合人群: - 希望理解统计学基础的医疗专业人员 - 希望掌握SPSS,提升进行医学研究所需的数据分析能力的教职人员 - 希望掌握Jamovi,提升进行医学研究所需的数据分析能力的教职人员

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During my beginnings in medical school, I had to understand the concept of statistics in order to complete my Master and MD thesis but I had to work with many books and software in order to learn how to apply the appropriate statistical tests for my research. After finishing my MD, I decided to earn master's degree in biomedical from the University of Newcastle. Although it is interesting, I have to understand a lot of formulas to get into the logic of statistical theory. After finishing my study, I dedicated my time to teach statistics to medical students in a way that they can understand the basics without getting in details of mathematical equations. If you are starting a research work related to health sciences and you find in statistics a difficult obstacle to jump, this is your course, which I have developed in a practical way with visual illustration.Lessons outcomeBy the end of this course, the students will be able to understandHow to describe the dataRelative risk and odds ratioThe difference between standard error and standard deviationWhy the confidence interval is really importantHow to choose the statistical test How to conduct common statistical tests such as Paired and unpaired t test Mann Whitney U tets ANOVA Chi squareAll examples mentioned in the course represent research questions and study designs that are frequently used in medical literature. Moreover, the course does not require any previous experience in statistical analysis, it will take the student step by step to understand basic terminologies that are frequently used in data analysis. Visual illustrations help the student to understand the output of statistical software without getting into the detail of statistical equationStatistical software used in this courseThe focus of current training program will be to help participants learn statistical skills through exploring SPSS and JAMOVI. The focus will be to develop practical skills of analyzing data, developing an independent capacity to accurately decide what statistical tests will be appropriate with a particular kind of research objective. The learner will have the ability to choose to run all statistical analysis using either SPSS and/or Jamovi. All statistical analysis will be demonstrated via 13 exercises using two types of statistical software. SPSSJamoviWho this course is for:Any healthcare professionals looking to understand basics of statistics Faculty member looking to master SPSS and advance their data analysis required for conduction of medical researchFaculty member looking to master Jamovi and advance their data analysis required for conduction of medical research

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